{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
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     "iopub.status.busy": "2022-05-04T10:52:49.445603Z",
     "iopub.status.idle": "2022-05-04T10:53:12.017193Z",
     "shell.execute_reply": "2022-05-04T10:53:12.016191Z",
     "shell.execute_reply.started": "2022-05-04T10:52:49.446606Z"
    },
    "pycharm": {
     "name": "#%%\n"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "欢迎使用缠论数据计算工具；\n",
      "项目地址：https://github.com/yijixiuxin/chanlun-pro\n",
      "授权许可有效期：2099-01-01\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "在使用天勤量化之前，默认您已经知晓并同意以下免责条款，如果不同意请立即停止使用：https://www.shinnytech.com/blog/disclaimer/\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "from chanlun.backtesting import backtest\n",
    "from chanlun.strategy import strategy_demo"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "## 注意事项\n",
    "回测前要确保已经同步回测时间段内的行情数据到数据库中\n",
    "\n",
    "同步行情数据请参考 /script/crontab/ 目录下的脚本"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-05-04T10:53:12.020194Z",
     "iopub.status.busy": "2022-05-04T10:53:12.019193Z",
     "iopub.status.idle": "2022-05-04T10:53:12.033195Z",
     "shell.execute_reply": "2022-05-04T10:53:12.032193Z",
     "shell.execute_reply.started": "2022-05-04T10:53:12.020194Z"
    },
    "pycharm": {
     "name": "#%%\n"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# 量化配置\n",
    "bt_config = {\n",
    "    # 策略结果保存的文件\n",
    "    'save_file': './data/bk/currency_strategy_demo.pkl',\n",
    "    # 设置策略对象\n",
    "    'strategy': strategy_demo.StrategyDemo(),\n",
    "    # 回测模式：signal 信号模式，固定金额开仓； trade 交易模式，按照实际金额开仓\n",
    "    'mode': 'trade',\n",
    "    # 市场配置，currency 数字货币  a 沪深  hk  港股  futures  期货\n",
    "    'market': 'currency',\n",
    "    # 基准代码，用于获取回测的时间列表\n",
    "    'base_code': 'BCH/USDT',\n",
    "    # 回测的标的代码\n",
    "    'codes': ['BCH/USDT', 'EOS/USDT'],\n",
    "    # 回测的周期，这里设置里，在策略中才能取到对应周期的数据\n",
    "    'frequencys': ['5m'],\n",
    "    # 回测开始的时间\n",
    "    'start_datetime': '2022-02-01 00:00:00',\n",
    "    # 回测的结束时间\n",
    "    'end_datetime': '2022-04-01 00:00:00',\n",
    "    # 是否是股票，True 当日开仓不可平仓，False 当日开当日可平\n",
    "    'is_stock': False,\n",
    "    # 是否是期货，True 可做空，False 不可做空\n",
    "    'is_futures': True,\n",
    "     # mode 为 trade 生效，初始账户资金\n",
    "    'init_balance': 1000000,\n",
    "    # mode 为 trade 生效，交易手续费率\n",
    "    'fee_rate': 0.0006,\n",
    "    # mode 为 trade 生效，最大持仓数量（分仓）\n",
    "    'max_pos': 3,\n",
    "    # 缠论计算的配置，详见缠论配置说明\n",
    "    'cl_config': {'xd_bzh': 'xd_bzh_no'},\n",
    "}\n",
    "\n",
    "BT = backtest.BackTest(bt_config)\n",
    "BT.datas.load_data_to_cache = True # 是否将所有k线数据加载到内存中，如果内存吃紧，可以设置为 False，这样每次循环都会从数据库中读取\n",
    "BT.datas.load_kline_nums = 10000 # 每次 klines 方法中返回的k线数据条数\n",
    "BT.datas.cl_data_kline_max_nums = 30000 # 回测过程中，如果缠论对象的数据量超过这个值，则会清空重新计算，cl_data_kline_max_nums 不能小于 load_kline_nums，否则将会不断的删除并重新计算"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-05-04T10:53:12.036192Z",
     "iopub.status.busy": "2022-05-04T10:53:12.035191Z",
     "iopub.status.idle": "2022-05-04T10:59:50.846404Z",
     "shell.execute_reply": "2022-05-04T10:59:50.845431Z",
     "shell.execute_reply.started": "2022-05-04T10:53:12.036192Z"
    },
    "pycharm": {
     "name": "#%%\n"
    },
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[EOS/USDT - 2022-02-01 02:15:00] // 1sell 做空卖出（2.334 - 141388.17480719794），原因： 当前级别 (MMD: ['1sell'] Loss: 2.347) \n",
      "[EOS/USDT - 2022-02-01 03:10:00] // 1sell 平仓做空（2.346 - 141388.17480719794） 盈亏：-1696.6580976863625 (-0.51%)，原因： 1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-01 03:10:00] // 3buy 做多买入（2.346 - 140370.45476959087），原因： 当前级别 (MMD: ['3buy'] Loss: 2.329) \n",
      "[EOS/USDT - 2022-02-01 03:30:00] // 3buy 平仓做多（2.331 - 140370.45476959087） 盈亏：-2105.556821543898  (-0.64%)，原因： 3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ: False, QS: True）），多仓清仓\n",
      "[EOS/USDT - 2022-02-01 03:30:00] // 1sell 做空卖出（2.331 - 140919.8900215329），原因： 当前级别 (MMD: ['1sell'] Loss: 2.348) \n",
      "[BCH/USDT - 2022-02-01 07:35:00] // 3buy 做多买入（284.24 - 1161.0931787647512），原因： 当前级别 (MMD: ['3buy'] Loss: 283.22) \n",
      "[BCH/USDT - 2022-02-01 09:50:00] // 3buy 平仓做多（282.71 - 1161.0931787647512） 盈亏：-1776.4725635101204  (-0.54%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-01 11:10:00] // 1sell 平仓做空（2.351 - 140919.8900215329） 盈亏：-2818.3978004306555 (-0.86%)，原因： 1sell 止损\n",
      "[EOS/USDT - 2022-02-01 12:30:00] // 1sell 做空卖出（2.353 - 138846.99482232973），原因： 当前级别 (MMD: ['1sell'] Loss: 2.366) \n",
      "[EOS/USDT - 2022-02-01 17:05:00] // 1sell 平仓做空（2.367 - 138846.99482232973） 盈亏：-1943.8579275126103 (-0.59%)，原因： 1sell 止损\n",
      "[EOS/USDT - 2022-02-01 17:25:00] // 2sell 做空卖出（2.351 - 138637.06714308023），原因： 当前级别 (MMD: ['2sell', '1sell'] Loss: 2.371) \n",
      "[EOS/USDT - 2022-02-01 17:25:00] // 1sell 做空卖出（2.351 - 139289.0772698541），原因： 当前级别 (MMD: ['2sell', '1sell'] Loss: 2.371) \n",
      "[EOS/USDT - 2022-02-02 08:50:00] // 1sell 平仓做空（2.377 - 139289.0772698541） 盈亏：-3621.516009016137 (-1.11%)，原因： 1sell 止损\n",
      "[EOS/USDT - 2022-02-02 08:50:00] // 2sell 平仓做空（2.377 - 138637.06714308023） 盈亏：-3604.563745720021 (-1.11%)，原因： 2sell 止损\n",
      "[EOS/USDT - 2022-02-02 10:20:00] // 3buy 做多买入（2.378 - 135950.78201925286），原因： 当前级别 (MMD: ['3buy'] Loss: 2.367) \n",
      "[EOS/USDT - 2022-02-02 11:50:00] // 3buy 平仓做多（2.366 - 135950.78201925286） 盈亏：-1631.409384231025  (-0.50%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-02-02 15:35:00] // 3buy 做多买入（289.24 - 1115.4228126954329），原因： 当前级别 (MMD: ['3buy'] Loss: 287.93) \n",
      "[BCH/USDT - 2022-02-02 15:50:00] // 3buy 平仓做多（287.67 - 1115.4228126954329） 盈亏：-1751.213815931871  (-0.54%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-02 20:10:00] // 3buy 做多买入（2.424 - 132805.10770088484），原因： 当前级别 (MMD: ['3buy'] Loss: 2.414) \n",
      "[EOS/USDT - 2022-02-02 22:35:00] // 3buy 平仓做多（2.393 - 132805.10770088484） 盈亏：-4116.958338727418  (-1.28%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-03 04:00:00] // 3sell 做空卖出（2.359 - 135834.81128393952），原因： 当前级别 (MMD: ['3sell'] Loss: 2.371) \n",
      "[EOS/USDT - 2022-02-03 06:30:00] // 3sell 平仓做空（2.289 - 135834.81128393952） 盈亏：9508.436789875734 (2.97%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-03 10:00:00] // 3sell 做空卖出（2.261 - 143054.88484710682），原因： 当前级别 (MMD: ['3sell'] Loss: 2.371) \n",
      "[BCH/USDT - 2022-02-03 11:30:00] // 3sell 做空卖出（276.37 - 1175.8449409320735），原因： 当前级别 (MMD: ['3sell'] Loss: 277.31) \n",
      "[BCH/USDT - 2022-02-03 12:10:00] // 3sell 平仓做空（278.41 - 1175.8449409320735） 盈亏：-2398.723679501447 (-0.74%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-03 12:25:00] // 3sell 做空卖出（276.73 - 1169.3244481368622），原因： 当前级别 (MMD: ['3sell'] Loss: 280.02) \n",
      "[BCH/USDT - 2022-02-04 04:00:00] // 3sell 平仓做空（272.57 - 1169.3244481368622） 盈亏：4864.389704249334 (1.50%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-04 05:05:00] // 3sell 平仓做空（2.283 - 143054.88484710682） 盈亏：-3147.2074666363187 (-0.97%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-04 07:15:00] // 3buy 做多买入（2.292 - 140853.89966062075），原因： 当前级别 (MMD: ['3buy'] Loss: 2.278) \n",
      "[BCH/USDT - 2022-02-04 08:00:00] // 3buy 做多买入（280.98 - 1154.3719876228233），原因： 当前级别 (MMD: ['3buy'] Loss: 278.11) \n",
      "[EOS/USDT - 2022-02-04 08:45:00] // 3buy 平仓做多（2.292 - 140853.89966062075） 盈亏：0.0  (0.00%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-04 09:25:00] // 3buy 平仓做多（278.01 - 1154.3719876228233） 盈亏：-3428.484803239815  (-1.06%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-02-04 10:15:00] // 3buy 做多买入（277.65 - 1157.7530294101905），原因： 当前级别 (MMD: ['3buy'] Loss: 277.15) \n",
      "[BCH/USDT - 2022-02-04 11:30:00] // 3buy 平仓做多（276.99 - 1157.7530294101905） 盈亏：-764.1169994106749  (-0.24%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-02-04 14:10:00] // 3buy 做多买入（282.32 - 1137.2585259640402），原因： 当前级别 (MMD: ['3buy'] Loss: 280.26) \n",
      "[EOS/USDT - 2022-02-04 17:00:00] // 3buy 做多买入（2.386 - 135197.3273888453），原因： 当前级别 (MMD: ['3buy'] Loss: 2.373) \n",
      "[EOS/USDT - 2022-02-04 19:50:00] // 3buy 平仓做多（2.372 - 135197.3273888453） 盈亏：-1892.7625834438368  (-0.59%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-05 03:40:00] // 3buy 做多买入（2.436 - 131959.3000051381），原因： 当前级别 (MMD: ['3buy'] Loss: 2.424) \n",
      "[BCH/USDT - 2022-02-05 04:15:00] // 3buy 平仓做多（298.48 - 1137.2585259640402） 盈亏：18378.097779578937  (5.72%)，原因： 3buy 当前级别出现卖点（MMDS: ['3buy']，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-05 06:25:00] // 3buy 平仓做多（2.438 - 131959.3000051381） 盈亏：263.9186000103364  (0.08%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-05 08:05:00] // 1sell 做空卖出（302.61 - 1077.996705550574），原因： 当前级别 (MMD: ['1sell'] Loss: 306.91) \n",
      "[EOS/USDT - 2022-02-05 08:55:00] // 2sell 做空卖出（2.465 - 132960.14638735162），原因： 当前级别 (MMD: ['2sell'] Loss: 2.495) \n",
      "[EOS/USDT - 2022-02-05 09:55:00] // 2sell 平仓做空（2.469 - 132960.14638735162） 盈亏：-531.8405855494202 (-0.16%)，原因： 2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-05 09:55:00] // 3buy 做多买入（2.469 - 132559.19814596153），原因： 当前级别 (MMD: ['3buy'] Loss: 2.449) \n",
      "[BCH/USDT - 2022-02-05 10:25:00] // 1sell 平仓做空（304.77 - 1077.996705550574） 盈亏：-2328.4728839892196 (-0.71%)，原因： 1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-05 10:25:00] // 3buy 做多买入（304.77 - 1067.7186945139606），原因： 当前级别 (MMD: ['3buy'] Loss: 302.5) \n",
      "[BCH/USDT - 2022-02-05 12:40:00] // 3buy 平仓做多（307.34 - 1067.7186945139606） 盈亏：2744.0370449008187  (0.84%)，原因： 3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ: True, QS: True）），多仓清仓\n",
      "[BCH/USDT - 2022-02-05 12:40:00] // 1sell 做空卖出（307.34 - 1062.5783079361172），原因： 当前级别 (MMD: ['1sell'] Loss: 309.19) \n",
      "[EOS/USDT - 2022-02-05 12:40:00] // 3buy 平仓做多（2.484 - 132559.19814596153） 盈亏：1988.3879721894045  (0.61%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-05 13:50:00] // 1sell 平仓做空（309.28 - 1062.5783079361172） 盈亏：-2061.401917396055 (-0.63%)，原因： 1sell 止损\n",
      "[EOS/USDT - 2022-02-05 14:40:00] // 2sell 做空卖出（2.502 - 130096.5015441539），原因： 当前级别 (MMD: ['2sell'] Loss: 2.523) \n",
      "[BCH/USDT - 2022-02-05 14:45:00] // 2sell 做空卖出（311.24 - 1050.7398797329136），原因： 当前级别 (MMD: ['2sell', '1sell'] Loss: 313.95) \n",
      "[BCH/USDT - 2022-02-05 14:45:00] // 1sell 做空卖出（311.24 - 1060.6231390416813），原因： 当前级别 (MMD: ['2sell', '1sell'] Loss: 313.95) \n",
      "[BCH/USDT - 2022-02-05 16:10:00] // 1sell 平仓做空（309.93 - 1060.6231390416813） 盈亏：1389.4163121446036 (0.42%)，原因： 1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-05 16:10:00] // 2sell 平仓做空（309.93 - 1050.7398797329136） 盈亏：1376.4692424501409 (0.42%)，原因： 2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-05 16:10:00] // 3buy 做多买入（309.93 - 1058.3417979988508），原因： 当前级别 (MMD: ['3buy'] Loss: 308.52) \n",
      "[BCH/USDT - 2022-02-05 20:35:00] // 3buy 平仓做多（315.01 - 1058.3417979988508） 盈亏：5376.376333834196  (1.64%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-05 21:05:00] // 3buy 做多买入（316.39 - 1044.5233537799209），原因： 当前级别 (MMD: ['3buy'] Loss: 314.28) \n",
      "[BCH/USDT - 2022-02-05 21:45:00] // 3buy 平仓做多（318.3 - 1044.5233537799209） 盈亏：1995.0396057196776  (0.60%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-06 02:15:00] // 1sell 做空卖出（324.79 - 1019.9433258247465），原因： 当前级别 (MMD: ['1sell'] Loss: 328.91) \n",
      "[EOS/USDT - 2022-02-06 07:35:00] // 3sell 做空卖出（2.484 - 134614.85261322284），原因： 当前级别 (MMD: ['3sell'] Loss: 2.493) \n",
      "[EOS/USDT - 2022-02-06 09:05:00] // 3sell 平仓做空（2.495 - 134614.85261322284） 盈亏：-1480.7633787454688 (-0.44%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-06 11:05:00] // 1sell 平仓做空（327.2 - 1019.9433258247465） 盈亏：-2458.063415237586 (-0.74%)，原因： 1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-06 11:05:00] // 3buy 做多买入（327.2 - 1005.2601075554661），原因： 当前级别 (MMD: ['3buy'] Loss: 325.22) \n",
      "[BCH/USDT - 2022-02-06 12:00:00] // 3buy 平仓做多（326.04 - 1005.2601075554661） 盈亏：-1166.1017247643322  (-0.35%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-06 20:45:00] // 3sell 做空卖出（320.56 - 1023.6737398082427），原因： 当前级别 (MMD: ['3sell'] Loss: 321.65) \n",
      "[BCH/USDT - 2022-02-06 21:10:00] // 3sell 平仓做空（322.42 - 1023.6737398082427） 盈亏：-1904.033156043326 (-0.58%)，原因： 3sell 止损\n",
      "[EOS/USDT - 2022-02-06 21:10:00] // 2sell 平仓做空（2.489 - 130096.5015441539） 盈亏：1691.2545200739987 (0.52%)，原因： 2sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-07 09:35:00] // 3buy 做多买入（2.502 - 130262.47995237831），原因： 当前级别 (MMD: ['3buy'] Loss: 2.488) \n",
      "[BCH/USDT - 2022-02-07 12:25:00] // 3buy 做多买入（329.63 - 993.3850414033221），原因： 当前级别 (MMD: ['3buy'] Loss: 328.07) \n",
      "[BCH/USDT - 2022-02-07 14:35:00] // 3buy 平仓做多（332.69 - 993.3850414033221） 盈亏：3039.75822669419  (0.93%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-07 17:20:00] // 3buy 平仓做多（2.598 - 130262.47995237831） 盈亏：12505.198075428314  (3.84%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-07 17:50:00] // 3buy 做多买入（334.35 - 989.3367713166796），原因： 当前级别 (MMD: ['3buy'] Loss: 332.42) \n",
      "[EOS/USDT - 2022-02-07 18:05:00] // l3buy 做多买入（2.589 - 128366.33069392895），原因： 当前级别 (MMD: ['l3buy'] Loss: 2.566) \n",
      "[BCH/USDT - 2022-02-07 19:45:00] // l3buy 做多买入（335.34 - 1000.3770031989293），原因： 当前级别 (MMD: ['l3buy'] Loss: 333.74) \n",
      "[EOS/USDT - 2022-02-07 20:30:00] // l3buy 平仓做多（2.608 - 128366.33069392895） 盈亏：2438.960283184657  (0.73%)，原因： l3buy 当前级别出现卖点（MMDS: []，BC：（BI: False, PZ: True, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-07 23:20:00] // 3buy 平仓做多（335.51 - 989.3367713166796） 盈亏：1147.6306547272834  (0.35%)，原因： 3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-07 23:20:00] // l3buy 平仓做多（335.51 - 1000.3770031989293） 盈亏：170.06409054383403  (0.05%)，原因： l3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-07 23:20:00] // 2sell 做空卖出（335.51 - 988.4303286229282），原因： 当前级别 (MMD: ['2sell'] Loss: 339.57) \n",
      "[BCH/USDT - 2022-02-08 00:35:00] // 2sell 平仓做空（339.92 - 988.4303286229282） 盈亏：-4358.977749227139 (-1.31%)，原因： 2sell 止损\n",
      "[EOS/USDT - 2022-02-08 00:35:00] // l3buy 做多买入（2.644 - 124832.68117649585），原因： 当前级别 (MMD: ['l3buy'] Loss: 2.585) \n",
      "[BCH/USDT - 2022-02-08 02:50:00] // 1sell 做空卖出（333.79 - 993.4685579733552），原因： 当前级别 (MMD: ['1sell'] Loss: 341.79) \n",
      "[BCH/USDT - 2022-02-08 03:10:00] // 1sell 平仓做空（338.54 - 993.4685579733552） 盈亏：-4718.975650373439 (-1.42%)，原因： 1sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-08 03:10:00] // l3buy 做多买入（338.54 - 972.0434785268018），原因： 当前级别 (MMD: ['l3buy'] Loss: 333.16) \n",
      "[EOS/USDT - 2022-02-08 06:50:00] // l3buy 平仓做多（2.704 - 124832.68117649585） 盈亏：7489.96087058977  (2.27%)，原因： l3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, PZ: True, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-08 06:50:00] // 2sell 做空卖出（2.704 - 123177.23284993385），原因： 当前级别 (MMD: ['2sell'] Loss: 2.719) \n",
      "[EOS/USDT - 2022-02-08 07:50:00] // 2sell 平仓做空（2.688 - 123177.23284993385） 盈亏：1970.8357255989686 (0.59%)，原因： 2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-08 07:50:00] // 3buy 做多买入（2.688 - 124199.97854667157），原因： 当前级别 (MMD: ['3buy'] Loss: 2.673) \n",
      "[BCH/USDT - 2022-02-08 08:15:00] // l3buy 平仓做多（338.93 - 972.0434785268018） 盈亏：379.0969566254644  (0.12%)，原因： l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-08 08:15:00] // 3buy 平仓做多（2.662 - 124199.97854667157） 盈亏：-3229.1994422134594  (-0.97%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-08 08:40:00] // 3buy 做多买入（2.708 - 121870.00679875436），原因： 当前级别 (MMD: ['3buy'] Loss: 2.673) \n",
      "[EOS/USDT - 2022-02-08 09:00:00] // 3buy 平仓做多（2.712 - 121870.00679875436） 盈亏：487.480027195008  (0.15%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-08 11:35:00] // l3buy 做多买入（2.709 - 121836.12432761354），原因： 当前级别 (MMD: ['l3buy'] Loss: 2.696) \n",
      "[EOS/USDT - 2022-02-08 12:45:00] // l3buy 平仓做多（2.694 - 121836.12432761354） 盈亏：-1827.5418649142375  (-0.55%)，原因： l3buy 止损\n",
      "[BCH/USDT - 2022-02-08 13:45:00] // l3buy 做多买入（349.13 - 943.2607694362972），原因： 当前级别 (MMD: ['l3buy'] Loss: 346.8) \n",
      "[BCH/USDT - 2022-02-08 14:45:00] // l3buy 平仓做多（348.26 - 943.2607694362972） 盈亏：-820.6368694095872  (-0.25%)，原因： l3buy 当前级别出现卖点（MMDS: []，BC：（BI: False, PZ: True, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-08 17:45:00] // l3buy 做多买入（336.06 - 978.7525256860259），原因： 当前级别 (MMD: ['l3buy'] Loss: 330.78) \n",
      "[EOS/USDT - 2022-02-08 17:55:00] // 3sell 做空卖出（2.607 - 126761.21309456954），原因： 当前级别 (MMD: ['3sell'] Loss: 2.627) \n",
      "[BCH/USDT - 2022-02-08 18:10:00] // l3buy 平仓做多（331.47 - 978.7525256860259） 盈亏：-4492.474092898832  (-1.37%)，原因： l3buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-08 18:10:00] // 3sell 做空卖出（331.47 - 987.3668345058846），原因： 当前级别 (MMD: ['3sell'] Loss: 336.55) \n",
      "[BCH/USDT - 2022-02-08 18:30:00] // 3sell 平仓做空（333.2 - 987.3668345058846） 盈亏：-1708.1446236951742 (-0.52%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-08 21:00:00] // 3sell 平仓做空（2.58 - 126761.21309456954） 盈亏：3422.5527535533765 (1.04%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-09 00:45:00] // 3sell 做空卖出（2.562 - 127874.05161385836），原因： 当前级别 (MMD: ['3sell'] Loss: 2.574) \n",
      "[EOS/USDT - 2022-02-09 01:20:00] // 3sell 平仓做空（2.575 - 127874.05161385836） 盈亏：-1662.3626709802193 (-0.51%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-09 05:25:00] // 3buy 做多买入（334.48 - 977.4416303834604），原因： 当前级别 (MMD: ['3buy'] Loss: 332.44) \n",
      "[EOS/USDT - 2022-02-09 06:50:00] // 3buy 做多买入（2.605 - 126092.99436252724），原因： 当前级别 (MMD: ['3buy'] Loss: 2.598) \n",
      "[EOS/USDT - 2022-02-09 07:50:00] // 3buy 平仓做多（2.627 - 126092.99436252724） 盈亏：2774.045875975571  (0.84%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-09 10:05:00] // 3buy 平仓做多（331.82 - 977.4416303834604） 盈亏：-2599.9947368199937  (-0.80%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-02-09 20:20:00] // l3buy 做多买入（338.51 - 965.2079341863607），原因： 当前级别 (MMD: ['l3buy'] Loss: 336.69) \n",
      "[BCH/USDT - 2022-02-09 22:35:00] // 3buy 做多买入（344.82 - 952.0015107206804），原因： 当前级别 (MMD: ['3buy'] Loss: 341.2) \n",
      "[BCH/USDT - 2022-02-09 23:45:00] // 3buy 平仓做多（343.6 - 952.0015107206804） 盈亏：-1161.4418430792284  (-0.35%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-09 23:45:00] // l3buy 平仓做多（343.6 - 965.2079341863607） 盈亏：4912.9083850085735  (1.50%)，原因： l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-10 01:10:00] // 1sell 做空卖出（345.23 - 949.2523775372649），原因： 当前级别 (MMD: ['1sell'] Loss: 347.05) \n",
      "[BCH/USDT - 2022-02-10 03:30:00] // 1sell 平仓做空（344.8 - 949.2523775372649） 盈亏：408.17852234101156 (0.12%)，原因： 1sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-10 03:30:00] // l3buy 做多买入（344.8 - 950.4507097192119），原因： 当前级别 (MMD: ['l3buy'] Loss: 341.45) \n",
      "[BCH/USDT - 2022-02-10 03:55:00] // l3buy 平仓做多（344.08 - 950.4507097192119） 盈亏：-684.3245109978598  (-0.21%)，原因： l3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-10 03:55:00] // 2sell 做空卖出（344.08 - 951.406468898345），原因： 当前级别 (MMD: ['2sell'] Loss: 345.57) \n",
      "[BCH/USDT - 2022-02-10 04:30:00] // 2sell 平仓做空（345.46 - 951.406468898345） 盈亏：-1312.9409270797041 (-0.40%)，原因： 2sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-10 04:30:00] // l3buy 做多买入（345.46 - 945.9757216897082），原因： 当前级别 (MMD: ['l3buy'] Loss: 343.47) \n",
      "[BCH/USDT - 2022-02-10 07:25:00] // l3buy 平仓做多（346.37 - 945.9757216897082） 盈亏：860.8379067376372  (0.26%)，原因： l3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ: True, QS: True）），多仓清仓\n",
      "[BCH/USDT - 2022-02-10 07:25:00] // 1sell 做空卖出（346.37 - 943.9364476028805），原因： 当前级别 (MMD: ['1sell'] Loss: 347.57) \n",
      "[BCH/USDT - 2022-02-10 11:20:00] // 1sell 平仓做空（339.02 - 943.9364476028805） 盈亏：6937.932889881195 (2.12%)，原因： 1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-10 21:00:00] // 3buy 做多买入（359.13 - 916.4165795636945），原因： 当前级别 (MMD: ['3buy'] Loss: 356.61) \n",
      "[EOS/USDT - 2022-02-10 21:15:00] // 3buy 做多买入（2.743 - 120547.0299606257），原因： 当前级别 (MMD: ['3buy'] Loss: 2.697) \n",
      "[BCH/USDT - 2022-02-10 21:35:00] // 3buy 平仓做多（351.25 - 916.4165795636945） 盈亏：-7221.362646961934  (-2.19%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-10 21:35:00] // 3buy 平仓做多（2.671 - 120547.0299606257） 盈亏：-8679.386157165049  (-2.62%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-10 22:35:00] // l3buy 做多买入（2.609 - 124035.00087336465），原因： 当前级别 (MMD: ['l3buy'] Loss: 2.575) \n",
      "[EOS/USDT - 2022-02-11 01:50:00] // l3buy 平仓做多（2.673 - 124035.00087336465） 盈亏：7938.240055895352  (2.45%)，原因： l3buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-11 01:50:00] // 3sell 做空卖出（2.673 - 121996.71388996647），原因： 当前级别 (MMD: ['3sell'] Loss: 2.696) \n",
      "[BCH/USDT - 2022-02-11 05:50:00] // 3sell 做空卖出（345.37 - 948.6372627495155），原因： 当前级别 (MMD: ['3sell'] Loss: 348.0) \n",
      "[EOS/USDT - 2022-02-11 08:50:00] // 3sell 平仓做空（2.525 - 121996.71388996647） 盈亏：18055.51365571504 (5.54%)，原因： 3sell 当前级别出现买点（MMDS: ['1buy']，BC：（BI: False, PZ: True, QS: True）），空仓清仓\n",
      "[EOS/USDT - 2022-02-11 08:50:00] // 1buy 做多买入（2.525 - 132918.9649579875），原因： 当前级别 (MMD: ['1buy'] Loss: 2.499) \n",
      "[EOS/USDT - 2022-02-11 11:10:00] // 2buy 做多买入（2.551 - 132801.73730870849），原因： 当前级别 (MMD: ['2buy'] Loss: 2.533) \n",
      "[EOS/USDT - 2022-02-11 14:00:00] // 1buy 平仓做多（2.541 - 132918.9649579875） 盈亏：2126.70343932783  (0.63%)，原因： 1buy 当前级别出现卖点（MMDS: ['l3sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-11 14:00:00] // 2buy 平仓做多（2.541 - 132801.73730870849） 盈亏：-1328.0173730871174  (-0.39%)，原因： 2buy 当前级别出现卖点（MMDS: ['l3sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-11 14:00:00] // l3sell 做空卖出（2.541 - 132079.85309981118），原因： 当前级别 (MMD: ['l3sell'] Loss: 2.555) \n",
      "[EOS/USDT - 2022-02-11 14:20:00] // l3sell 平仓做空（2.557 - 132079.85309981118） 盈亏：-2113.277649596974 (-0.63%)，原因： l3sell 止损\n",
      "[BCH/USDT - 2022-02-11 15:50:00] // 3sell 平仓做空（339.93 - 948.6372627495155） 盈亏：5160.586709357332 (1.58%)，原因： 3sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-11 15:50:00] // 3buy 做多买入（339.93 - 978.6423471601828），原因： 当前级别 (MMD: ['3buy'] Loss: 338.81) \n",
      "[BCH/USDT - 2022-02-11 16:20:00] // 3buy 平仓做多（338.52 - 978.6423471601828） 盈亏：-1379.8857094958657  (-0.41%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-02-11 17:35:00] // 3sell 做空卖出（335.31 - 990.3762689026335），原因： 当前级别 (MMD: ['3sell'] Loss: 336.96) \n",
      "[BCH/USDT - 2022-02-11 17:40:00] // 3sell 平仓做空（336.97 - 990.3762689026335） 盈亏：-1644.0246063783998 (-0.50%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-11 17:55:00] // 3sell 做空卖出（335.47 - 987.8937258006429），原因： 当前级别 (MMD: ['3sell'] Loss: 337.36) \n",
      "[BCH/USDT - 2022-02-11 20:25:00] // 3sell 平仓做空（337.61 - 987.8937258006429） 盈亏：-2114.092573213391 (-0.64%)，原因： 3sell 止损\n",
      "[EOS/USDT - 2022-02-11 21:25:00] // 3buy 做多买入（2.587 - 127784.84777982484），原因： 当前级别 (MMD: ['3buy'] Loss: 2.568) \n",
      "[EOS/USDT - 2022-02-11 22:40:00] // 3buy 平仓做多（2.563 - 127784.84777982484） 盈亏：-3066.836346715805  (-0.93%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-12 01:25:00] // 3sell 做空卖出（2.551 - 129140.35397989396），原因： 当前级别 (MMD: ['3sell'] Loss: 2.567) \n",
      "[EOS/USDT - 2022-02-12 03:20:00] // 3sell 平仓做空（2.512 - 129140.35397989396） 盈亏：5036.473805215908 (1.53%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-12 03:50:00] // 3sell 做空卖出（327.17 - 1011.6135938845711），原因： 当前级别 (MMD: ['3sell'] Loss: 329.85) \n",
      "[EOS/USDT - 2022-02-12 04:10:00] // 3sell 做空卖出（2.471 - 134571.49722046795），原因： 当前级别 (MMD: ['3sell'] Loss: 2.567) \n",
      "[BCH/USDT - 2022-02-12 06:25:00] // 3sell 平仓做空（321.92 - 1011.6135938845711） 盈亏：5310.971367893973 (1.60%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-12 06:55:00] // 3sell 做空卖出（318.05 - 1050.7439938950695），原因： 当前级别 (MMD: ['3sell'] Loss: 329.85) \n",
      "[BCH/USDT - 2022-02-12 07:25:00] // 3sell 平仓做空（319.87 - 1050.7439938950695） 盈亏：-1912.3540688890498 (-0.57%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-12 15:35:00] // 3sell 做空卖出（316.38 - 1052.6690551977902），原因： 当前级别 (MMD: ['3sell'] Loss: 318.53) \n",
      "[BCH/USDT - 2022-02-12 16:05:00] // 3sell 平仓做空（318.68 - 1052.6690551977902） 盈亏：-2421.138826954935 (-0.73%)，原因： 3sell 止损\n",
      "[EOS/USDT - 2022-02-12 23:00:00] // 3sell 平仓做空（2.368 - 134571.49722046795） 盈亏：13860.864213708264 (4.17%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-13 02:10:00] // 3buy 做多买入（2.422 - 138456.74738313028），原因： 当前级别 (MMD: ['3buy'] Loss: 2.402) \n",
      "[EOS/USDT - 2022-02-13 02:30:00] // 3buy 平仓做多（2.421 - 138456.74738313028） 盈亏：-138.4567473831703  (-0.04%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-13 04:25:00] // 3buy 做多买入（326.06 - 1027.920576954686），原因： 当前级别 (MMD: ['3buy'] Loss: 323.93) \n",
      "[BCH/USDT - 2022-02-13 05:25:00] // 3buy 平仓做多（323.17 - 1027.920576954686） 盈亏：-2970.690467399021  (-0.89%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-13 07:30:00] // 3sell 做空卖出（2.389 - 139828.93210804538），原因： 当前级别 (MMD: ['3sell'] Loss: 2.398) \n",
      "[BCH/USDT - 2022-02-13 08:35:00] // 3buy 做多买入（331.44 - 1012.618761038093），原因： 当前级别 (MMD: ['3buy'] Loss: 327.16) \n",
      "[EOS/USDT - 2022-02-13 08:35:00] // 3sell 平仓做空（2.402 - 139828.93210804538） 盈亏：-1817.7761174046318 (-0.54%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-13 08:55:00] // 3buy 平仓做多（332.14 - 1012.618761038093） 盈亏：708.8331327266642  (0.21%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-14 01:35:00] // 3buy 做多买入（332.41 - 1003.0374434429865），原因： 当前级别 (MMD: ['3buy'] Loss: 329.89) \n",
      "[BCH/USDT - 2022-02-14 02:40:00] // 3buy 平仓做多（329.39 - 1003.0374434429865） 盈亏：-3029.173079197877  (-0.91%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-14 02:45:00] // 3sell 做空卖出（2.36 - 140800.26061148042），原因： 当前级别 (MMD: ['3sell'] Loss: 2.391) \n",
      "[EOS/USDT - 2022-02-14 03:25:00] // 3sell 平仓做空（2.371 - 140800.26061148042） 盈亏：-1548.8028667262988 (-0.47%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-14 04:10:00] // 1buy 做多买入（2.367 - 140112.21679026168），原因： 当前级别 (MMD: ['1buy'] Loss: 2.346) \n",
      "[EOS/USDT - 2022-02-14 06:20:00] // 3buy 做多买入（2.396 - 139067.33993320988），原因： 当前级别 (MMD: ['3buy'] Loss: 2.377) \n",
      "[EOS/USDT - 2022-02-14 07:05:00] // 3buy 平仓做多（2.387 - 139067.33993320988） 盈亏：-1251.6060593988514  (-0.38%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-14 07:05:00] // 1buy 平仓做多（2.387 - 140112.21679026168） 盈亏：2802.2443358052406  (0.84%)，原因： 1buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-14 11:35:00] // 3sell 做空卖出（322.63 - 1028.7132001543264），原因： 当前级别 (MMD: ['3sell'] Loss: 324.84) \n",
      "[BCH/USDT - 2022-02-14 12:40:00] // 3sell 平仓做空（322.63 - 1028.7132001543264） 盈亏：0.0 (0.00%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-14 16:30:00] // 3sell 做空卖出（2.342 - 141657.68994228993），原因： 当前级别 (MMD: ['3sell'] Loss: 2.358) \n",
      "[EOS/USDT - 2022-02-14 20:55:00] // 3sell 平仓做空（2.359 - 141657.68994228993） 盈亏：-2408.1807290188735 (-0.73%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-14 22:05:00] // 3buy 做多买入（327.4 - 1010.4940608118019），原因： 当前级别 (MMD: ['3buy'] Loss: 325.87) \n",
      "[BCH/USDT - 2022-02-14 23:30:00] // 3buy 平仓做多（327.39 - 1010.4940608118019） 盈亏：-10.104940608143806  (-0.00%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-15 00:20:00] // 3buy 做多买入（2.383 - 138775.24629499775），原因： 当前级别 (MMD: ['3buy'] Loss: 2.366) \n",
      "[EOS/USDT - 2022-02-15 02:25:00] // 3buy 平仓做多（2.364 - 138775.24629499775） 盈亏：-2636.729679604934  (-0.80%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-02-15 09:00:00] // 3buy 做多买入（329.72 - 999.9419369163709），原因： 当前级别 (MMD: ['3buy'] Loss: 328.7) \n",
      "[BCH/USDT - 2022-02-15 12:10:00] // 3buy 平仓做多（335.53 - 999.9419369163709） 盈亏：5809.6626534840325  (1.76%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-15 19:45:00] // 3buy 做多买入（338.92 - 978.066600565785），原因： 当前级别 (MMD: ['3buy'] Loss: 338.14) \n",
      "[EOS/USDT - 2022-02-15 19:50:00] // 3buy 做多买入（2.464 - 135164.49370308133），原因： 当前级别 (MMD: ['3buy'] Loss: 2.455) \n",
      "[BCH/USDT - 2022-02-15 20:00:00] // 3buy 平仓做多（338.0 - 978.066600565785） 盈亏：-899.8212725205813  (-0.27%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-15 20:00:00] // 3buy 平仓做多（2.452 - 135164.49370308133） 盈亏：-1621.9739244369557  (-0.49%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-15 20:20:00] // 3buy 做多买入（2.466 - 133978.70423069288），原因： 当前级别 (MMD: ['3buy'] Loss: 2.455) \n",
      "[BCH/USDT - 2022-02-15 20:55:00] // 3buy 做多买入（338.32 - 981.1578262742879），原因： 当前级别 (MMD: ['3buy'] Loss: 336.14) \n",
      "[BCH/USDT - 2022-02-15 23:10:00] // 3buy 平仓做多（336.07 - 981.1578262742879） 盈亏：-2207.6051091171685  (-0.67%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-15 23:25:00] // 3buy 平仓做多（2.453 - 133978.70423069288） 盈亏：-1741.7231549990247  (-0.53%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-16 01:20:00] // 1sell 做空卖出（2.463 - 133506.57852203047），原因： 当前级别 (MMD: ['1sell'] Loss: 2.496) \n",
      "[EOS/USDT - 2022-02-16 03:55:00] // 2sell 做空卖出（2.461 - 134243.4680550584），原因： 当前级别 (MMD: ['2sell'] Loss: 2.473) \n",
      "[EOS/USDT - 2022-02-16 04:25:00] // 2sell 平仓做空（2.476 - 134243.4680550584） 盈亏：-2013.652020825888 (-0.61%)，原因： 2sell 止损\n",
      "[EOS/USDT - 2022-02-16 05:50:00] // 1sell 平仓做空（2.499 - 133506.57852203047） 盈亏：-4806.236826793116 (-1.46%)，原因： 1sell 止损\n",
      "[EOS/USDT - 2022-02-16 07:00:00] // 1sell 做空卖出（2.491 - 130997.08795281124），原因： 当前级别 (MMD: ['1sell'] Loss: 2.508) \n",
      "[EOS/USDT - 2022-02-16 07:20:00] // 1sell 平仓做空（2.513 - 130997.08795281124） 盈亏：-2881.9359349618317 (-0.88%)，原因： 1sell 止损\n",
      "[EOS/USDT - 2022-02-16 08:05:00] // 1sell 做空卖出（2.522 - 128958.33321377814），原因： 当前级别 (MMD: ['1sell'] Loss: 2.537) \n",
      "[EOS/USDT - 2022-02-16 10:05:00] // 1sell 平仓做空（2.494 - 128958.33321377814） 盈亏：3610.833329985733 (1.11%)，原因： 1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-16 10:05:00] // 3buy 做多买入（2.494 - 130832.56378274359），原因： 当前级别 (MMD: ['3buy'] Loss: 2.483) \n",
      "[EOS/USDT - 2022-02-16 12:20:00] // 3buy 平仓做多（2.471 - 130832.56378274359） 盈亏：-3009.1489670031588  (-0.92%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-02-16 22:55:00] // 3sell 做空卖出（330.43 - 984.0958065144617），原因： 当前级别 (MMD: ['3sell'] Loss: 334.24) \n",
      "[BCH/USDT - 2022-02-16 23:40:00] // 3sell 平仓做空（331.24 - 984.0958065144617） 盈亏：-797.1176032767398 (-0.25%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-17 06:40:00] // 3buy 做多买入（2.537 - 128018.44757444921），原因： 当前级别 (MMD: ['3buy'] Loss: 2.516) \n",
      "[EOS/USDT - 2022-02-17 07:55:00] // 3buy 平仓做多（2.551 - 128018.44757444921） 盈亏：1792.258266042336  (0.55%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-17 15:20:00] // 3sell 做空卖出（2.51 - 129579.79197914038），原因： 当前级别 (MMD: ['3sell'] Loss: 2.526) \n",
      "[BCH/USDT - 2022-02-17 15:45:00] // 3buy 做多买入（331.41 - 986.0140201244797），原因： 当前级别 (MMD: ['3buy'] Loss: 330.0) \n",
      "[EOS/USDT - 2022-02-17 15:50:00] // 3sell 平仓做空（2.528 - 129579.79197914038） 盈亏：-2332.436255624518 (-0.72%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-17 16:25:00] // 3buy 平仓做多（331.47 - 986.0140201244797） 盈亏：59.160841207485646  (0.02%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-17 16:25:00] // 3sell 做空卖出（2.523 - 128512.25661977241），原因： 当前级别 (MMD: ['3sell'] Loss: 2.538) \n",
      "[BCH/USDT - 2022-02-17 18:40:00] // 3sell 做空卖出（326.87 - 996.608154162753），原因： 当前级别 (MMD: ['3sell'] Loss: 328.14) \n",
      "[BCH/USDT - 2022-02-17 20:05:00] // 3sell 平仓做空（329.37 - 996.608154162753） 盈亏：-2491.520385406853 (-0.76%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-18 01:10:00] // 3sell 做空卖出（321.54 - 1008.6886936688487），原因： 当前级别 (MMD: ['3sell'] Loss: 324.65) \n",
      "[BCH/USDT - 2022-02-18 04:10:00] // l3sell 做空卖出（313.31 - 1044.9217897064966），原因： 当前级别 (MMD: ['l3sell'] Loss: 316.69) \n",
      "[BCH/USDT - 2022-02-18 05:55:00] // 3sell 平仓做空（315.03 - 1008.6886936688487） 盈亏：6566.5633957842365 (2.02%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: False, PZ: True, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-18 05:55:00] // l3sell 平仓做空（315.03 - 1044.9217897064966） 盈亏：-1797.2654782951577 (-0.55%)，原因： l3sell 当前级别出现买点（MMDS: []，BC：（BI: False, PZ: True, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-18 07:15:00] // l3sell 做空卖出（313.73 - 1040.0945427503714），原因： 当前级别 (MMD: ['l3sell'] Loss: 316.7) \n",
      "[BCH/USDT - 2022-02-18 08:40:00] // l3sell 平仓做空（313.32 - 1040.0945427503714） 盈亏：426.4387625277159 (0.13%)，原因： l3sell 当前级别出现买点（MMDS: ['2buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-18 08:40:00] // 2buy 做多买入（313.32 - 1041.511066237281），原因： 当前级别 (MMD: ['2buy'] Loss: 309.67) \n",
      "[BCH/USDT - 2022-02-18 10:40:00] // 2buy 平仓做多（313.31 - 1041.511066237281） 盈亏：-10.415110662404913  (-0.00%)，原因： 2buy 当前级别出现卖点（MMDS: ['l3sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-18 10:40:00] // l3sell 做空卖出（313.31 - 1040.9091860971387），原因： 当前级别 (MMD: ['l3sell'] Loss: 315.99) \n",
      "[EOS/USDT - 2022-02-18 11:30:00] // 3sell 平仓做空（2.361 - 128512.25661977241） 盈亏：20818.985572403122 (6.42%)，原因： 3sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-18 11:30:00] // 3buy 做多买入（2.361 - 142020.21072682933），原因： 当前级别 (MMD: ['3buy'] Loss: 2.347) \n",
      "[EOS/USDT - 2022-02-18 12:50:00] // 3buy 平仓做多（2.346 - 142020.21072682933） 盈亏：-2130.3031609024038  (-0.64%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-02-18 13:20:00] // l3sell 平仓做空（313.11 - 1040.9091860971387） 盈亏：208.18183721945388 (0.06%)，原因： l3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-19 03:15:00] // 3sell 做空卖出（310.82 - 1062.7714228939885），原因： 当前级别 (MMD: ['3sell'] Loss: 312.06) \n",
      "[EOS/USDT - 2022-02-19 03:15:00] // l3sell 做空卖出（2.296 - 144548.84953831483），原因： 当前级别 (MMD: ['l3sell'] Loss: 2.31) \n",
      "[BCH/USDT - 2022-02-19 03:25:00] // 3sell 平仓做空（312.25 - 1062.7714228939885） 盈亏：-1519.7631347384304 (-0.46%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-19 03:45:00] // 3sell 做空卖出（311.36 - 1060.3987086254797），原因： 当前级别 (MMD: ['3sell'] Loss: 312.89) \n",
      "[EOS/USDT - 2022-02-19 07:10:00] // l3sell 平仓做空（2.295 - 144548.84953831483） 盈亏：144.54884953831788 (0.04%)，原因： l3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-19 08:00:00] // l3sell 做空卖出（2.294 - 144242.0766943253），原因： 当前级别 (MMD: ['l3sell'] Loss: 2.304) \n",
      "[EOS/USDT - 2022-02-19 08:15:00] // l3sell 平仓做空（2.306 - 144242.0766943253） 盈亏：-1730.904920331901 (-0.52%)，原因： l3sell 止损\n",
      "[EOS/USDT - 2022-02-19 08:55:00] // l3sell 做空卖出（2.308 - 142910.51233797148），原因： 当前级别 (MMD: ['l3sell'] Loss: 2.315) \n",
      "[EOS/USDT - 2022-02-19 09:10:00] // l3sell 平仓做空（2.316 - 142910.51233797148） 盈亏：-1143.2840987037634 (-0.35%)，原因： l3sell 止损\n",
      "[EOS/USDT - 2022-02-19 09:40:00] // l3sell 做空卖出（2.311 - 142395.18556429757），原因： 当前级别 (MMD: ['l3sell'] Loss: 2.32) \n",
      "[BCH/USDT - 2022-02-19 12:30:00] // 3sell 平仓做空（312.93 - 1060.3987086254797） 盈亏：-1664.825972541992 (-0.50%)，原因： 3sell 止损\n",
      "[EOS/USDT - 2022-02-19 12:35:00] // l3sell 平仓做空（2.324 - 142395.18556429757） 盈亏：-1851.13741233584 (-0.56%)，原因： l3sell 止损\n",
      "[BCH/USDT - 2022-02-20 18:50:00] // 3sell 做空卖出（300.26 - 1088.9947379685793），原因： 当前级别 (MMD: ['3sell'] Loss: 302.14) \n",
      "[BCH/USDT - 2022-02-20 20:20:00] // 3sell 平仓做空（303.28 - 1088.9947379685793） 盈亏：-3288.7641086650547 (-1.01%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-22 13:00:00] // 3sell 做空卖出（279.39 - 1165.9906653549654），原因： 当前级别 (MMD: ['3sell'] Loss: 281.79) \n",
      "[BCH/USDT - 2022-02-22 13:50:00] // 3sell 平仓做空（284.1 - 1165.9906653549654） 盈亏：-5491.81603382196 (-1.69%)，原因： 3sell 止损\n",
      "[EOS/USDT - 2022-02-22 21:45:00] // 3buy 做多买入（2.121 - 152675.0315580002），原因： 当前级别 (MMD: ['3buy'] Loss: 2.108) \n",
      "[EOS/USDT - 2022-02-23 01:20:00] // 3buy 平仓做多（2.114 - 152675.0315580002） 盈亏：-1068.7252209060243  (-0.33%)，原因： 3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-23 01:20:00] // 2sell 做空卖出（2.114 - 152953.18827691913），原因： 当前级别 (MMD: ['2sell'] Loss: 2.134) \n",
      "[EOS/USDT - 2022-02-23 03:20:00] // 2sell 平仓做空（2.135 - 152953.18827691913） 盈亏：-3212.0169538152404 (-0.99%)，原因： 2sell 止损\n",
      "[EOS/USDT - 2022-02-23 04:25:00] // 2sell 做空卖出（2.144 - 150258.57957063633），原因： 当前级别 (MMD: ['2sell'] Loss: 2.157) \n",
      "[EOS/USDT - 2022-02-23 05:05:00] // 2sell 平仓做空（2.144 - 150258.57957063633） 盈亏：0.0 (0.00%)，原因： 2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-23 05:05:00] // 3buy 做多买入（2.144 - 150199.07717312634），原因： 当前级别 (MMD: ['3buy'] Loss: 2.135) \n",
      "[EOS/USDT - 2022-02-23 05:40:00] // 2sell 做空卖出（2.137 - 151399.7723914391），原因： 当前级别 (MMD: ['2sell'] Loss: 2.157) \n",
      "[EOS/USDT - 2022-02-23 06:10:00] // 2sell 平仓做空（2.147 - 151399.7723914391） 盈亏：-1513.9977239143336 (-0.47%)，原因： 2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-23 06:35:00] // 2sell 做空卖出（2.135 - 151100.3520044801），原因： 当前级别 (MMD: ['2sell'] Loss: 2.157) \n",
      "[EOS/USDT - 2022-02-23 06:40:00] // 3buy 平仓做多（2.134 - 150199.07717312634） 盈亏：-1501.9907717313035  (-0.47%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-23 07:15:00] // 2sell 平仓做空（2.149 - 151100.3520044801） 盈亏：-2115.4049280627514 (-0.66%)，原因： 2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-23 07:15:00] // 3buy 做多买入（2.149 - 148883.03681559674），原因： 当前级别 (MMD: ['3buy'] Loss: 2.134) \n",
      "[EOS/USDT - 2022-02-23 08:00:00] // 3buy 平仓做多（2.166 - 148883.03681559674） 盈亏：2531.011625865125  (0.79%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-23 08:15:00] // 3buy 做多买入（2.181 - 147023.23647551067），原因： 当前级别 (MMD: ['3buy'] Loss: 2.134) \n",
      "[EOS/USDT - 2022-02-23 08:35:00] // 3buy 平仓做多（2.161 - 147023.23647551067） 盈亏：-2940.4647295101895  (-0.92%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-23 10:05:00] // 3buy 做多买入（291.68 - 1095.5873805663075），原因： 当前级别 (MMD: ['3buy'] Loss: 290.31) \n",
      "[BCH/USDT - 2022-02-23 10:35:00] // 3buy 平仓做多（289.78 - 1095.5873805663075） 盈亏：-2081.616023076058  (-0.65%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-02-23 14:00:00] // 3buy 做多买入（295.36 - 1079.184249420305），原因： 当前级别 (MMD: ['3buy'] Loss: 294.36) \n",
      "[EOS/USDT - 2022-02-23 17:15:00] // 3buy 做多买入（2.21 - 144908.11361716394），原因： 当前级别 (MMD: ['3buy'] Loss: 2.191) \n",
      "[BCH/USDT - 2022-02-23 19:10:00] // 3buy 平仓做多（301.2 - 1079.184249420305） 盈亏：6302.436016614549  (1.98%)，原因： 3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ: True, QS: True）），多仓清仓\n",
      "[BCH/USDT - 2022-02-23 19:10:00] // 1sell 做空卖出（301.2 - 1070.4945000301527），原因： 当前级别 (MMD: ['1sell'] Loss: 302.89) \n",
      "[BCH/USDT - 2022-02-23 20:35:00] // 1sell 平仓做空（302.96 - 1070.4945000301527） 盈亏：-1884.070320053026 (-0.58%)，原因： 1sell 止损\n",
      "[BCH/USDT - 2022-02-23 21:30:00] // 2sell 做空卖出（302.98 - 1060.493246628113），原因： 当前级别 (MMD: ['2sell', '1sell'] Loss: 304.83) \n",
      "[BCH/USDT - 2022-02-23 21:30:00] // 1sell 做空卖出（302.98 - 1070.468246105897），原因： 当前级别 (MMD: ['2sell', '1sell'] Loss: 304.83) \n",
      "[EOS/USDT - 2022-02-23 21:35:00] // 3buy 平仓做多（2.209 - 144908.11361716394） 盈亏：-144.90811361715896  (-0.05%)，原因： 3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ: False, QS: True）），多仓清仓\n",
      "[EOS/USDT - 2022-02-23 21:35:00] // 1sell 做空卖出（2.209 - 144753.967651519），原因： 当前级别 (MMD: ['1sell'] Loss: 2.229) \n",
      "[BCH/USDT - 2022-02-24 06:30:00] // 1sell 平仓做空（290.93 - 1070.468246105897） 盈亏：12899.14236557606 (3.98%)，原因： 1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-24 06:30:00] // 2sell 平仓做空（290.93 - 1060.493246628113） 盈亏：12778.943621868792 (3.98%)，原因： 2sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-24 06:35:00] // 1sell 平仓做空（2.126 - 144753.967651519） 盈亏：12014.579315076116 (3.76%)，原因： 1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-24 07:45:00] // 1buy 做多买入（289.27 - 1147.161916200455），原因： 当前级别 (MMD: ['1buy'] Loss: 286.58) \n",
      "[BCH/USDT - 2022-02-24 08:45:00] // 1buy 平仓做多（286.49 - 1147.161916200455） 盈亏：-3189.1101270372164  (-0.96%)，原因： 1buy 止损\n",
      "[EOS/USDT - 2022-02-24 09:15:00] // 1buy 做多买入（2.092 - 158057.525883508），原因： 当前级别 (MMD: ['1buy'] Loss: 2.08) \n",
      "[EOS/USDT - 2022-02-24 09:30:00] // 1buy 平仓做多（2.081 - 158057.525883508） 盈亏：-1738.6327847185894  (-0.53%)，原因： 1buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-02-24 09:30:00] // 3sell 做空卖出（2.081 - 158554.54092568488），原因： 当前级别 (MMD: ['3sell'] Loss: 2.096) \n",
      "[BCH/USDT - 2022-02-24 09:50:00] // 1buy 做多买入（286.03 - 1158.982498062375），原因： 当前级别 (MMD: ['1buy'] Loss: 284.49) \n",
      "[EOS/USDT - 2022-02-24 09:50:00] // 1buy 做多买入（2.096 - 159647.84748292936），原因： 当前级别 (MMD: ['1buy'] Loss: 2.08) \n",
      "[EOS/USDT - 2022-02-24 09:55:00] // 3sell 平仓做空（2.099 - 158554.54092568488） 盈亏：-2853.981736662332 (-0.86%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-24 11:00:00] // 1buy 平仓做多（280.5 - 1158.982498062375） 盈亏：-6409.173214284878  (-1.93%)，原因： 1buy 止损\n",
      "[BCH/USDT - 2022-02-24 11:00:00] // 3sell 做空卖出（280.5 - 1155.841966295128），原因： 当前级别 (MMD: ['3sell'] Loss: 288.16) \n",
      "[EOS/USDT - 2022-02-24 11:00:00] // 1buy 平仓做多（2.058 - 159647.84748292936） 盈亏：-6066.618204351398  (-1.81%)，原因： 1buy 止损\n",
      "[EOS/USDT - 2022-02-24 11:00:00] // 3sell 做空卖出（2.058 - 158488.28496806652），原因： 当前级别 (MMD: ['3sell'] Loss: 2.122) \n",
      "[BCH/USDT - 2022-02-24 15:50:00] // 3sell 平仓做空（266.71 - 1155.841966295128） 盈亏：15939.06071520981 (4.92%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-24 15:50:00] // 3sell 平仓做空（1.917 - 158488.28496806652） 盈亏：22346.848180497356 (6.85%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-24 16:45:00] // l3sell 做空卖出（266.16 - 1265.7236697634903），原因： 当前级别 (MMD: ['l3sell'] Loss: 270.29) \n",
      "[BCH/USDT - 2022-02-24 23:15:00] // l3sell 平仓做空（271.14 - 1265.7236697634903） 盈亏：-6303.303875422105 (-1.87%)，原因： l3sell 止损\n",
      "[BCH/USDT - 2022-02-25 01:40:00] // 3buy 做多买入（273.55 - 1223.4336214456737），原因： 当前级别 (MMD: ['3buy'] Loss: 271.28) \n",
      "[BCH/USDT - 2022-02-25 09:45:00] // 3buy 平仓做多（302.09 - 1223.4336214456737） 盈亏：34916.795556059515  (10.43%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-25 19:05:00] // 3sell 做空卖出（292.48 - 1183.1693337276174），原因： 当前级别 (MMD: ['3sell'] Loss: 295.25) \n",
      "[BCH/USDT - 2022-02-25 19:40:00] // 3sell 平仓做空（295.8 - 1183.1693337276174） 盈亏：-3928.1221879756777 (-1.14%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-26 01:00:00] // 3buy 做多买入（300.95 - 1145.1047400073228），原因： 当前级别 (MMD: ['3buy'] Loss: 299.0) \n",
      "[BCH/USDT - 2022-02-26 01:15:00] // 3buy 平仓做多（298.52 - 1145.1047400073228） 盈亏：-2782.6045182177913  (-0.81%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-02-26 06:15:00] // 3buy 做多买入（305.04 - 1126.2952194412878），原因： 当前级别 (MMD: ['3buy'] Loss: 303.4) \n",
      "[BCH/USDT - 2022-02-26 07:50:00] // 3buy 平仓做多（307.6 - 1126.2952194412878） 盈亏：2883.3157617697143  (0.84%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-26 08:40:00] // 3buy 做多买入（317.14 - 1085.89255617744），原因： 当前级别 (MMD: ['3buy'] Loss: 303.4) \n",
      "[EOS/USDT - 2022-02-26 20:10:00] // 3sell 做空卖出（2.153 - 160705.79853356237），原因： 当前级别 (MMD: ['3sell'] Loss: 2.18) \n",
      "[EOS/USDT - 2022-02-26 21:15:00] // 3sell 平仓做空（2.181 - 160705.79853356237） 盈亏：-4499.762358939741 (-1.30%)，原因： 3sell 止损\n",
      "[EOS/USDT - 2022-02-26 21:55:00] // 3sell 做空卖出（2.171 - 158252.11501272404），原因： 当前级别 (MMD: ['3sell'] Loss: 2.181) \n",
      "[EOS/USDT - 2022-02-26 23:10:00] // 3sell 平仓做空（2.184 - 158252.11501272404） 盈亏：-2057.277495165472 (-0.60%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-02-26 23:55:00] // 3buy 平仓做多（317.12 - 1085.89255617744） 盈亏：-21.71785112353973  (-0.01%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-27 11:40:00] // 3sell 做空卖出（309.49 - 1104.391867435831），原因： 当前级别 (MMD: ['3sell'] Loss: 310.91) \n",
      "[BCH/USDT - 2022-02-27 13:15:00] // 3sell 平仓做空（309.04 - 1104.391867435831） 盈亏：496.97634034609655 (0.15%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-27 16:05:00] // 3buy 做多买入（314.87 - 1085.613070612253），原因： 当前级别 (MMD: ['3buy'] Loss: 313.38) \n",
      "[BCH/USDT - 2022-02-27 16:20:00] // 3buy 平仓做多（313.33 - 1085.613070612253） 盈亏：-1671.8441287428723  (-0.49%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-02-27 16:35:00] // 3buy 做多买入（315.82 - 1080.1730305847161），原因： 当前级别 (MMD: ['3buy'] Loss: 313.38) \n",
      "[BCH/USDT - 2022-02-27 16:45:00] // 3buy 平仓做多（313.02 - 1080.1730305847161） 盈亏：-3024.484485637222  (-0.89%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-02-27 18:45:00] // 3buy 做多买入（317.0 - 1072.57941308931），原因： 当前级别 (MMD: ['3buy'] Loss: 313.82) \n",
      "[BCH/USDT - 2022-02-27 20:15:00] // 3buy 平仓做多（317.73 - 1072.57941308931） 盈亏：782.9829715552623  (0.23%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-27 21:30:00] // 1sell 做空卖出（318.16 - 1069.0572676025026），原因： 当前级别 (MMD: ['1sell'] Loss: 321.29) \n",
      "[EOS/USDT - 2022-02-27 23:30:00] // 3buy 做多买入（2.19 - 156041.50574311276），原因： 当前级别 (MMD: ['3buy'] Loss: 2.132) \n",
      "[BCH/USDT - 2022-02-28 00:15:00] // 2sell 做空卖出（315.69 - 1092.6707162090343），原因： 当前级别 (MMD: ['2sell'] Loss: 318.19) \n",
      "[BCH/USDT - 2022-02-28 02:25:00] // 1sell 平仓做空（314.89 - 1069.0572676025026） 盈亏：3495.8172650602064 (1.03%)，原因： 1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-28 02:25:00] // 2sell 平仓做空（314.89 - 1092.6707162090343） 盈亏：874.1365729672834 (0.25%)，原因： 2sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-28 03:00:00] // 3sell 做空卖出（312.85 - 1095.4006444334525），原因： 当前级别 (MMD: ['3sell'] Loss: 316.85) \n",
      "[EOS/USDT - 2022-02-28 03:35:00] // 3buy 平仓做多（2.12 - 156041.50574311276） 盈亏：-10922.905402017874  (-3.20%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-02-28 05:05:00] // 3sell 做空卖出（2.092 - 160904.1356010974），原因： 当前级别 (MMD: ['3sell'] Loss: 2.116) \n",
      "[BCH/USDT - 2022-02-28 05:35:00] // 3sell 平仓做空（302.47 - 1095.4006444334525） 盈亏：11370.258689219248 (3.32%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-28 05:55:00] // 3sell 平仓做空（2.089 - 160904.1356010974） 盈亏：482.71240680332994 (0.14%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-02-28 06:55:00] // l3sell 做空卖出（303.77 - 1123.251210034753），原因： 当前级别 (MMD: ['l3sell'] Loss: 305.72) \n",
      "[EOS/USDT - 2022-02-28 07:05:00] // l3sell 做空卖出（2.082 - 164656.45091097828），原因： 当前级别 (MMD: ['l3sell'] Loss: 2.105) \n",
      "[BCH/USDT - 2022-02-28 09:10:00] // l3sell 平仓做空（303.0 - 1123.251210034753） 盈亏：864.903431726736 (0.25%)，原因： l3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-02-28 09:50:00] // l3sell 平仓做空（2.108 - 164656.45091097828） 盈亏：-4281.067723685468 (-1.25%)，原因： l3sell 止损\n",
      "[EOS/USDT - 2022-02-28 13:05:00] // 3buy 做多买入（2.113 - 160819.2785868607），原因： 当前级别 (MMD: ['3buy'] Loss: 2.098) \n",
      "[EOS/USDT - 2022-02-28 13:30:00] // 3buy 平仓做多（2.124 - 160819.2785868607） 盈亏：1769.0120644554845  (0.52%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-02-28 17:00:00] // 3buy 做多买入（309.8 - 1098.321478893477），原因： 当前级别 (MMD: ['3buy'] Loss: 308.42) \n",
      "[BCH/USDT - 2022-02-28 21:00:00] // 3buy 平仓做多（311.68 - 1098.321478893477） 盈亏：2064.8443803197006  (0.61%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: False, PZ: True, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-01 02:00:00] // 3buy 做多买入（326.84 - 1042.7311253513328），原因： 当前级别 (MMD: ['3buy'] Loss: 323.5) \n",
      "[EOS/USDT - 2022-03-01 02:00:00] // 3buy 做多买入（2.174 - 157501.8641956296），原因： 当前级别 (MMD: ['3buy'] Loss: 2.15) \n",
      "[BCH/USDT - 2022-03-01 04:40:00] // 3buy 平仓做多（326.15 - 1042.7311253513328） 盈亏：-719.484476492391  (-0.21%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-01 07:15:00] // 3buy 做多买入（333.85 - 1021.5869847928631），原因： 当前级别 (MMD: ['3buy'] Loss: 330.45) \n",
      "[EOS/USDT - 2022-03-01 09:15:00] // 3buy 平仓做多（2.266 - 157501.8641956296） 盈亏：14490.171505997889  (4.23%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-01 11:15:00] // 3buy 平仓做多（330.27 - 1021.5869847928631） 盈亏：-3657.2814055584604  (-1.07%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-01 15:40:00] // 3sell 做空卖出（327.3 - 1050.21708113778），原因： 当前级别 (MMD: ['3sell'] Loss: 329.47) \n",
      "[BCH/USDT - 2022-03-01 20:20:00] // 3sell 平仓做空（329.68 - 1050.21708113778） 盈亏：-2499.5166531078867 (-0.73%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-03 10:30:00] // 1buy 做多买入（316.69 - 1082.3663386292985），原因： 当前级别 (MMD: ['1buy'] Loss: 315.49) \n",
      "[BCH/USDT - 2022-03-03 10:35:00] // 1buy 平仓做多（314.91 - 1082.3663386292985） 盈亏：-1926.6120827601408  (-0.56%)，原因： 1buy 止损\n",
      "[BCH/USDT - 2022-03-03 11:00:00] // 1buy 做多买入（316.41 - 1080.8870026941786），原因： 当前级别 (MMD: ['1buy'] Loss: 314.05) \n",
      "[BCH/USDT - 2022-03-03 11:40:00] // 1buy 平仓做多（312.84 - 1080.8870026941786） 盈亏：-3858.766599618306  (-1.13%)，原因： 1buy 止损\n",
      "[BCH/USDT - 2022-03-03 11:55:00] // 1buy 做多买入（316.73 - 1075.349332906876），原因： 当前级别 (MMD: ['1buy'] Loss: 311.61) \n",
      "[BCH/USDT - 2022-03-03 13:05:00] // 2buy 做多买入（316.97 - 1079.5886498740322），原因： 当前级别 (MMD: ['2buy'] Loss: 315.05) \n",
      "[BCH/USDT - 2022-03-03 14:15:00] // 2buy 平仓做多（314.39 - 1079.5886498740322） 盈亏：-2785.3387166750617  (-0.81%)，原因： 2buy 止损\n",
      "[BCH/USDT - 2022-03-03 14:15:00] // 1buy 平仓做多（314.39 - 1075.349332906876） 盈亏：-2516.3174390021595  (-0.74%)，原因： 1buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-03 14:15:00] // 3sell 做空卖出（314.39 - 1076.9315548686332），原因： 当前级别 (MMD: ['3sell'] Loss: 317.54) \n",
      "[BCH/USDT - 2022-03-03 14:45:00] // 3sell 平仓做空（317.71 - 1076.9315548686332） 盈亏：-3575.412762163847 (-1.06%)，原因： 3sell 止损\n",
      "[EOS/USDT - 2022-03-04 00:40:00] // 3sell 做空卖出（2.138 - 157746.4177237328），原因： 当前级别 (MMD: ['3sell'] Loss: 2.154) \n",
      "[EOS/USDT - 2022-03-04 02:10:00] // 3sell 平仓做空（2.151 - 157746.4177237328） 盈亏：-2050.7034304084955 (-0.61%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-04 02:35:00] // 3sell 做空卖出（308.34 - 1091.1693170946155），原因： 当前级别 (MMD: ['3sell'] Loss: 310.12) \n",
      "[BCH/USDT - 2022-03-04 03:15:00] // 3sell 平仓做空（310.27 - 1091.1693170946155） 盈亏：-2105.9567819926306 (-0.63%)，原因： 3sell 止损\n",
      "[EOS/USDT - 2022-03-04 04:50:00] // l3sell 做空卖出（2.134 - 157273.91277467157），原因： 当前级别 (MMD: ['l3sell'] Loss: 2.152) \n",
      "[EOS/USDT - 2022-03-04 05:15:00] // l3sell 平仓做空（2.15 - 157273.91277467157） 盈亏：-2516.3826043947483 (-0.75%)，原因： l3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-04 07:20:00] // 3buy 做多买入（315.55 - 1060.5568652705376），原因： 当前级别 (MMD: ['3buy'] Loss: 314.27) \n",
      "[BCH/USDT - 2022-03-04 08:10:00] // 3buy 平仓做多（313.03 - 1060.5568652705376） 盈亏：-2672.603300481802  (-0.80%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-03-04 17:20:00] // 3sell 做空卖出（2.086 - 159944.75746392788），原因： 当前级别 (MMD: ['3sell'] Loss: 2.102) \n",
      "[EOS/USDT - 2022-03-04 18:15:00] // 3sell 平仓做空（2.104 - 159944.75746392788） 盈亏：-2879.0056343507604 (-0.86%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-05 01:30:00] // 3sell 做空卖出（301.23 - 1104.0135406192296），原因： 当前级别 (MMD: ['3sell'] Loss: 302.07) \n",
      "[EOS/USDT - 2022-03-05 01:35:00] // 3sell 做空卖出（2.069 - 161491.56013594905），原因： 当前级别 (MMD: ['3sell'] Loss: 2.078) \n",
      "[BCH/USDT - 2022-03-05 09:15:00] // 3sell 平仓做空（287.26 - 1104.0135406192296） 盈亏：15423.069162450673 (4.64%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-03-05 09:15:00] // 3sell 平仓做空（1.99 - 161491.56013594905） 盈亏：12757.833250739961 (3.82%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-05 15:15:00] // 3buy 做多买入（289.73 - 1179.040030349648），原因： 当前级别 (MMD: ['3buy'] Loss: 288.38) \n",
      "[BCH/USDT - 2022-03-05 19:35:00] // 3buy 平仓做多（289.8 - 1179.040030349648） 盈亏：82.53280212450773  (0.02%)，原因： 3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-05 19:35:00] // 2sell 做空卖出（289.8 - 1178.3823760603332），原因： 当前级别 (MMD: ['2sell'] Loss: 291.52) \n",
      "[BCH/USDT - 2022-03-05 20:30:00] // 2sell 平仓做空（291.53 - 1178.3823760603332） 盈亏：-2038.6015105842962 (-0.60%)，原因： 2sell 止损\n",
      "[BCH/USDT - 2022-03-05 21:00:00] // 2sell 做空卖出（290.12 - 1174.296285456053），原因： 当前级别 (MMD: ['2sell', '1sell'] Loss: 292.26) \n",
      "[BCH/USDT - 2022-03-05 21:00:00] // 1sell 做空卖出（290.12 - 1179.8190008865527），原因： 当前级别 (MMD: ['2sell', '1sell'] Loss: 292.26) \n",
      "[BCH/USDT - 2022-03-05 23:55:00] // 1sell 平仓做空（291.64 - 1179.8190008865527） 盈亏：-1793.3248813475366 (-0.52%)，原因： 1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-05 23:55:00] // 2sell 平仓做空（291.64 - 1174.296285456053） 盈亏：-1784.9303538932 (-0.52%)，原因： 2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-05 23:55:00] // 3buy 做多买入（291.64 - 1163.1972539682554），原因： 当前级别 (MMD: ['3buy'] Loss: 289.95) \n",
      "[EOS/USDT - 2022-03-06 02:50:00] // 3buy 做多买入（2.042 - 166910.02381656994），原因： 当前级别 (MMD: ['3buy'] Loss: 2.033) \n",
      "[EOS/USDT - 2022-03-06 04:35:00] // 3buy 平仓做多（2.043 - 166910.02381656994） 盈亏：166.91002381662838  (0.05%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-06 12:15:00] // 3buy 平仓做多（289.72 - 1163.1972539682554） 盈亏：-2233.3387276190333  (-0.66%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-06 22:05:00] // 3sell 做空卖出（289.0 - 1170.5329724639494），原因： 当前级别 (MMD: ['3sell'] Loss: 290.65) \n",
      "[BCH/USDT - 2022-03-07 00:20:00] // 3sell 平仓做空（290.7 - 1170.5329724639494） 盈亏：-1989.9060531886644 (-0.59%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-07 10:00:00] // 3sell 做空卖出（280.67 - 1202.4548600407236），原因： 当前级别 (MMD: ['3sell'] Loss: 282.27) \n",
      "[BCH/USDT - 2022-03-07 11:30:00] // 3sell 平仓做空（277.39 - 1202.4548600407236） 盈亏：3944.0519409335684 (1.17%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-07 23:35:00] // 3buy 做多买入（287.79 - 1176.7666576330573），原因： 当前级别 (MMD: ['3buy'] Loss: 285.85) \n",
      "[BCH/USDT - 2022-03-08 00:25:00] // 3buy 平仓做多（288.88 - 1176.7666576330573） 盈亏：1282.6756568200071  (0.38%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-08 04:55:00] // 3sell 做空卖出（271.55 - 1248.2069430062002），原因： 当前级别 (MMD: ['3sell'] Loss: 274.66) \n",
      "[BCH/USDT - 2022-03-08 06:30:00] // 3sell 平仓做空（274.82 - 1248.2069430062002） 盈亏：-4081.636703630269 (-1.20%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-08 10:20:00] // 3buy 做多买入（277.96 - 1214.0905981482967），原因： 当前级别 (MMD: ['3buy'] Loss: 276.58) \n",
      "[BCH/USDT - 2022-03-08 11:00:00] // 3buy 平仓做多（279.81 - 1214.0905981482967） 盈亏：2246.06760657439  (0.67%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-08 19:50:00] // 3buy 做多买入（285.75 - 1183.1172097130711），原因： 当前级别 (MMD: ['3buy'] Loss: 283.68) \n",
      "[BCH/USDT - 2022-03-08 20:25:00] // 3buy 平仓做多（285.24 - 1183.1172097130711） 盈亏：-603.3897769536125  (-0.18%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-09 11:10:00] // 3buy 做多买入（290.12 - 1164.1488540127937），原因： 当前级别 (MMD: ['3buy'] Loss: 289.11) \n",
      "[BCH/USDT - 2022-03-09 16:45:00] // l3buy 做多买入（301.56 - 1125.2529188976036），原因： 当前级别 (MMD: ['l3buy'] Loss: 299.61) \n",
      "[BCH/USDT - 2022-03-09 17:20:00] // 3buy 平仓做多（301.35 - 1164.1488540127937） 盈亏：13073.391630563652  (3.87%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-09 17:20:00] // l3buy 平仓做多（301.35 - 1125.2529188976036） 盈亏：-236.3031129685114  (-0.07%)，原因： l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-09 20:30:00] // l3buy 做多买入（306.8 - 1113.7824042885104），原因： 当前级别 (MMD: ['l3buy'] Loss: 299.61) \n",
      "[BCH/USDT - 2022-03-10 01:35:00] // 3buy 做多买入（310.52 - 1105.6147637405895），原因： 当前级别 (MMD: ['3buy'] Loss: 307.64) \n",
      "[BCH/USDT - 2022-03-10 02:05:00] // 3buy 平仓做多（312.54 - 1105.6147637405895） 盈亏：2233.341822756047  (0.65%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-10 02:05:00] // l3buy 平仓做多（312.54 - 1113.7824042885104） 盈亏：6393.111000616045  (1.87%)，原因： l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-10 02:55:00] // l3buy 做多买入（313.1 - 1099.5918030989847），原因： 当前级别 (MMD: ['l3buy'] Loss: 310.5) \n",
      "[BCH/USDT - 2022-03-10 03:20:00] // l3buy 平仓做多（310.42 - 1099.5918030989847） 盈亏：-2946.906032305269  (-0.86%)，原因： l3buy 止损\n",
      "[BCH/USDT - 2022-03-10 03:30:00] // l3buy 做多买入（312.05 - 1099.7403053945836），原因： 当前级别 (MMD: ['l3buy'] Loss: 310.0) \n",
      "[BCH/USDT - 2022-03-10 04:25:00] // l3buy 平仓做多（309.54 - 1099.7403053945836） 盈亏：-2760.3481665404397  (-0.80%)，原因： l3buy 止损\n",
      "[BCH/USDT - 2022-03-10 06:50:00] // 3sell 做空卖出（307.16 - 1113.8419620500335），原因： 当前级别 (MMD: ['3sell'] Loss: 309.96) \n",
      "[BCH/USDT - 2022-03-10 08:20:00] // 3sell 平仓做空（308.42 - 1113.8419620500335） 盈亏：-1403.4408721830696 (-0.41%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-10 11:40:00] // 3sell 做空卖出（300.63 - 1136.0436454317205），原因： 当前级别 (MMD: ['3sell'] Loss: 302.12) \n",
      "[BCH/USDT - 2022-03-11 19:35:00] // 3sell 平仓做空（289.52 - 1136.0436454317205） 盈亏：12621.444900746457 (3.70%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-11 22:10:00] // 3buy 做多买入（291.12 - 1187.005810608096），原因： 当前级别 (MMD: ['3buy'] Loss: 289.81) \n",
      "[BCH/USDT - 2022-03-11 22:55:00] // 3buy 平仓做多（289.72 - 1187.005810608096） 盈亏：-1661.8081348512787  (-0.48%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-12 11:30:00] // 3buy 做多买入（292.92 - 1177.3734184406367），原因： 当前级别 (MMD: ['3buy'] Loss: 289.6) \n",
      "[BCH/USDT - 2022-03-12 16:25:00] // 3buy 平仓做多（289.37 - 1177.3734184406367） 盈亏：-4179.675635464257  (-1.21%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-03-13 01:35:00] // 3sell 做空卖出（1.983 - 173152.38797876905），原因： 当前级别 (MMD: ['3sell'] Loss: 1.999) \n",
      "[BCH/USDT - 2022-03-13 01:50:00] // 3sell 做空卖出（290.69 - 1186.7488149460112），原因： 当前级别 (MMD: ['3sell'] Loss: 292.62) \n",
      "[BCH/USDT - 2022-03-13 03:30:00] // 3sell 平仓做空（290.84 - 1186.7488149460112） 盈亏：-178.01232224190608 (-0.05%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-03-13 09:10:00] // 3sell 平仓做空（1.98 - 173152.38797876905） 盈亏：519.4571639362839 (0.15%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: True, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-13 10:25:00] // 3buy 做多买入（293.92 - 1167.66925774081），原因： 当前级别 (MMD: ['3buy'] Loss: 292.37) \n",
      "[BCH/USDT - 2022-03-13 17:20:00] // 3buy 平仓做多（292.13 - 1167.66925774081） 盈亏：-2090.1279713560943  (-0.61%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-03-13 21:50:00] // 3sell 做空卖出（1.955 - 175128.44609517575），原因： 当前级别 (MMD: ['3sell'] Loss: 1.964) \n",
      "[EOS/USDT - 2022-03-13 23:10:00] // 3sell 平仓做空（1.965 - 175128.44609517575） 盈亏：-1751.2844609517488 (-0.51%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-14 09:25:00] // 3sell 做空卖出（279.98 - 1220.3095240704097），原因： 当前级别 (MMD: ['3sell'] Loss: 282.25) \n",
      "[EOS/USDT - 2022-03-14 09:25:00] // 3sell 做空卖出（1.909 - 179816.18552152766），原因： 当前级别 (MMD: ['3sell'] Loss: 1.925) \n",
      "[EOS/USDT - 2022-03-14 10:50:00] // l3sell 做空卖出（1.911 - 181317.57577074564），原因： 当前级别 (MMD: ['l3sell'] Loss: 1.918) \n",
      "[EOS/USDT - 2022-03-14 12:05:00] // l3sell 平仓做空（1.921 - 181317.57577074564） 盈亏：-1813.1757577074459 (-0.52%)，原因： l3sell 止损\n",
      "[BCH/USDT - 2022-03-14 12:15:00] // 3sell 平仓做空（284.66 - 1220.3095240704097） 盈亏：-5711.048572649481 (-1.67%)，原因： 3sell 止损\n",
      "[EOS/USDT - 2022-03-14 12:15:00] // 3sell 平仓做空（1.95 - 179816.18552152766） 盈亏：-7372.463606382604 (-2.15%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-14 13:15:00] // 3buy 做多买入（285.01 - 1180.0812533050728），原因： 当前级别 (MMD: ['3buy'] Loss: 283.93) \n",
      "[BCH/USDT - 2022-03-14 13:35:00] // 3buy 平仓做多（283.9 - 1180.0812533050728） 盈亏：-1309.8901911686407  (-0.39%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-03-14 16:40:00] // 1sell 做空卖出（1.957 - 171573.7174022898），原因： 当前级别 (MMD: ['1sell'] Loss: 1.97) \n",
      "[EOS/USDT - 2022-03-14 17:50:00] // 1sell 平仓做空（1.972 - 171573.7174022898） 盈亏：-2573.6057610342978 (-0.77%)，原因： 1sell 止损\n",
      "[BCH/USDT - 2022-03-14 18:10:00] // 1sell 做空卖出（286.56 - 1168.2963451084468），原因： 当前级别 (MMD: ['1sell'] Loss: 288.16) \n",
      "[EOS/USDT - 2022-03-14 18:25:00] // 1sell 做空卖出（1.964 - 171263.4948667788），原因： 当前级别 (MMD: ['1sell'] Loss: 1.976) \n",
      "[BCH/USDT - 2022-03-14 22:30:00] // 2sell 做空卖出（285.7 - 1188.3980406867681），原因： 当前级别 (MMD: ['2sell'] Loss: 287.29) \n",
      "[BCH/USDT - 2022-03-14 23:00:00] // 2sell 平仓做空（287.41 - 1188.3980406867681） 盈亏：-2032.16064957442 (-0.60%)，原因： 2sell 止损\n",
      "[BCH/USDT - 2022-03-14 23:30:00] // 2sell 做空卖出（286.6 - 1176.2348848474485），原因： 当前级别 (MMD: ['2sell'] Loss: 288.07) \n",
      "[BCH/USDT - 2022-03-15 06:50:00] // 1sell 平仓做空（288.9 - 1168.2963451084468） 盈亏：-2733.8134475537227 (-0.82%)，原因： 1sell 止损\n",
      "[BCH/USDT - 2022-03-15 06:50:00] // 2sell 平仓做空（288.9 - 1176.2348848474485） 盈亏：-2705.3402351490804 (-0.80%)，原因： 2sell 止损\n",
      "[EOS/USDT - 2022-03-15 12:25:00] // 1sell 平仓做空（1.947 - 171263.4948667788） 盈亏：2911.479412735207 (0.87%)，原因： 1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-03-16 04:05:00] // 3buy 做多买入（2.003 - 166124.628216359），原因： 当前级别 (MMD: ['3buy'] Loss: 1.992) \n",
      "[EOS/USDT - 2022-03-16 04:50:00] // 3buy 平仓做多（1.99 - 166124.628216359） 盈亏：-2159.620166812674  (-0.65%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-03-16 05:35:00] // 3buy 做多买入（1.993 - 166534.67897918026），原因： 当前级别 (MMD: ['3buy'] Loss: 1.983) \n",
      "[EOS/USDT - 2022-03-16 07:05:00] // l3buy 做多买入（1.994 - 167233.9808965987），原因： 当前级别 (MMD: ['l3buy'] Loss: 1.984) \n",
      "[EOS/USDT - 2022-03-16 07:15:00] // l3buy 平仓做多（1.983 - 167233.9808965987） 盈亏：-1839.5737898625666  (-0.55%)，原因： l3buy 止损\n",
      "[EOS/USDT - 2022-03-16 07:20:00] // 3buy 平仓做多（1.981 - 166534.67897918026） 盈亏：-1998.416147750162  (-0.60%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-16 10:10:00] // 3buy 做多买入（298.93 - 1105.1896853830287），原因： 当前级别 (MMD: ['3buy'] Loss: 291.16) \n",
      "[BCH/USDT - 2022-03-16 11:55:00] // 3buy 平仓做多（290.72 - 1105.1896853830287） 盈亏：-9073.607316994632  (-2.75%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-16 15:10:00] // 3sell 做空卖出（288.96 - 1132.5132563937548），原因： 当前级别 (MMD: ['3sell'] Loss: 290.61) \n",
      "[EOS/USDT - 2022-03-16 16:05:00] // 3buy 做多买入（2.025 - 162365.47761199923），原因： 当前级别 (MMD: ['3buy'] Loss: 2.009) \n",
      "[BCH/USDT - 2022-03-16 16:10:00] // 3sell 平仓做空（290.93 - 1132.5132563937548） 盈亏：-2231.051115095732 (-0.68%)，原因： 3sell 止损\n",
      "[EOS/USDT - 2022-03-16 17:40:00] // 3buy 平仓做多（2.032 - 162365.47761199923） 盈亏：1136.558343284065  (0.35%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-16 19:35:00] // l3buy 做多买入（292.19 - 1117.8664187055233），原因： 当前级别 (MMD: ['l3buy'] Loss: 290.53) \n",
      "[BCH/USDT - 2022-03-16 21:00:00] // l3buy 平仓做多（290.42 - 1117.8664187055233） 盈亏：-1978.623561108776  (-0.61%)，原因： l3buy 止损\n",
      "[BCH/USDT - 2022-03-16 21:25:00] // l3buy 做多买入（290.51 - 1121.6394948052355），原因： 当前级别 (MMD: ['l3buy'] Loss: 289.47) \n",
      "[EOS/USDT - 2022-03-17 01:30:00] // l3buy 做多买入（2.026 - 161589.31410642967），原因： 当前级别 (MMD: ['l3buy'] Loss: 2.013) \n",
      "[BCH/USDT - 2022-03-17 01:55:00] // l3buy 平仓做多（292.46 - 1121.6394948052355） 盈亏：2187.1970148702385  (0.67%)，原因： l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-03-17 02:05:00] // l3buy 平仓做多（2.009 - 161589.31410642967） 盈亏：-2747.0183398093213  (-0.84%)，原因： l3buy 止损\n",
      "[EOS/USDT - 2022-03-17 06:05:00] // 3buy 做多买入（2.069 - 157276.0663977841），原因： 当前级别 (MMD: ['3buy'] Loss: 2.057) \n",
      "[EOS/USDT - 2022-03-17 06:55:00] // 3buy 平仓做多（2.062 - 157276.0663977841） 盈亏：-1100.9324647845351  (-0.34%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-17 09:00:00] // l3buy 做多买入（299.38 - 1085.2836916041122），原因： 当前级别 (MMD: ['l3buy'] Loss: 298.59) \n",
      "[BCH/USDT - 2022-03-17 09:10:00] // l3buy 平仓做多（298.26 - 1085.2836916041122） 盈亏：-1215.5177345966222  (-0.37%)，原因： l3buy 止损\n",
      "[BCH/USDT - 2022-03-17 09:35:00] // l3buy 做多买入（298.61 - 1086.3088515750412），原因： 当前级别 (MMD: ['l3buy'] Loss: 297.28) \n",
      "[EOS/USDT - 2022-03-17 10:50:00] // 3buy 做多买入（2.088 - 156086.33043193247），原因： 当前级别 (MMD: ['3buy'] Loss: 2.079) \n",
      "[BCH/USDT - 2022-03-17 12:10:00] // l3buy 平仓做多（297.07 - 1086.3088515750412） 盈亏：-1672.9156314256252  (-0.52%)，原因： l3buy 止损\n",
      "[EOS/USDT - 2022-03-17 12:10:00] // 3buy 平仓做多（2.077 - 156086.33043193247） 盈亏：-1716.949634751305  (-0.53%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-17 17:10:00] // 3sell 做空卖出（295.84 - 1091.8306740482678），原因： 当前级别 (MMD: ['3sell'] Loss: 296.39) \n",
      "[BCH/USDT - 2022-03-17 17:35:00] // 3sell 平仓做空（296.63 - 1091.8306740482678） 盈亏：-862.5462324981927 (-0.27%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-17 18:10:00] // 3sell 做空卖出（295.23 - 1092.688631655534），原因： 当前级别 (MMD: ['3sell'] Loss: 296.71) \n",
      "[BCH/USDT - 2022-03-17 19:45:00] // 3sell 平仓做空（296.83 - 1092.688631655534） 盈亏：-1748.3018106488162 (-0.54%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-19 03:10:00] // 3buy 做多买入（302.57 - 1063.8511139715113），原因： 当前级别 (MMD: ['3buy'] Loss: 301.61) \n",
      "[EOS/USDT - 2022-03-19 11:00:00] // 3buy 做多买入（2.147 - 150630.31092266433），原因： 当前级别 (MMD: ['3buy'] Loss: 2.135) \n",
      "[EOS/USDT - 2022-03-19 13:00:00] // 3buy 平仓做多（2.154 - 150630.31092266433） 盈亏：1054.4121764586307  (0.33%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-03-19 13:35:00] // 3buy 做多买入（2.168 - 149323.24578921846），原因： 当前级别 (MMD: ['3buy'] Loss: 2.135) \n",
      "[EOS/USDT - 2022-03-19 16:15:00] // 3buy 平仓做多（2.134 - 149323.24578921846） 盈亏：-5076.990356833441  (-1.57%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-03-19 21:40:00] // 1sell 做空卖出（2.146 - 149594.08072189547），原因： 当前级别 (MMD: ['1sell'] Loss: 2.172) \n",
      "[EOS/USDT - 2022-03-20 00:25:00] // 1sell 平仓做空（2.182 - 149594.08072189547） 盈亏：-5385.386905988271 (-1.68%)，原因： 1sell 止损\n",
      "[BCH/USDT - 2022-03-20 01:00:00] // 3buy 平仓做多（317.92 - 1063.8511139715113） 盈亏：16330.114599462715  (5.07%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-03-20 01:05:00] // 2sell 做空卖出（2.178 - 148603.9376268114），原因： 当前级别 (MMD: ['2sell', '1sell'] Loss: 2.188) \n",
      "[EOS/USDT - 2022-03-20 01:05:00] // 1sell 做空卖出（2.178 - 149302.8219454703），原因： 当前级别 (MMD: ['2sell', '1sell'] Loss: 2.188) \n",
      "[EOS/USDT - 2022-03-20 02:30:00] // 1sell 平仓做空（2.181 - 149302.8219454703） 盈亏：-447.90846583642997 (-0.14%)，原因： 1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-03-20 02:30:00] // 2sell 平仓做空（2.181 - 148603.9376268114） 盈亏：-445.811812880449 (-0.14%)，原因： 2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-03-20 02:30:00] // 3buy 做多买入（2.181 - 148146.4147168058），原因： 当前级别 (MMD: ['3buy'] Loss: 2.168) \n",
      "[EOS/USDT - 2022-03-20 08:20:00] // 3buy 平仓做多（2.212 - 148146.4147168058） 盈亏：4592.538856221014  (1.42%)，原因： 3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: False, PZ: False, QS: True）），多仓清仓\n",
      "[EOS/USDT - 2022-03-20 08:20:00] // 1sell 做空卖出（2.212 - 146697.11053089326），原因： 当前级别 (MMD: ['1sell'] Loss: 2.228) \n",
      "[EOS/USDT - 2022-03-20 10:30:00] // 2sell 做空卖出（2.202 - 148056.35958959343），原因： 当前级别 (MMD: ['2sell'] Loss: 2.219) \n",
      "[EOS/USDT - 2022-03-20 11:05:00] // 1sell 平仓做空（2.232 - 146697.11053089326） 盈亏：-2933.9422106178827 (-0.90%)，原因： 1sell 止损\n",
      "[EOS/USDT - 2022-03-20 11:05:00] // 2sell 平仓做空（2.232 - 148056.35958959343） 盈亏：-4441.6907876878395 (-1.36%)，原因： 2sell 止损\n",
      "[EOS/USDT - 2022-03-20 12:00:00] // 1sell 做空卖出（2.231 - 144240.69280192125），原因： 当前级别 (MMD: ['1sell'] Loss: 2.25) \n",
      "[EOS/USDT - 2022-03-20 12:45:00] // 1sell 平仓做空（2.235 - 144240.69280192125） 盈亏：-576.9627712076763 (-0.18%)，原因： 1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-03-20 12:45:00] // 3buy 做多买入（2.235 - 143840.2865761276），原因： 当前级别 (MMD: ['3buy'] Loss: 2.221) \n",
      "[EOS/USDT - 2022-03-20 13:30:00] // 3buy 平仓做多（2.25 - 143840.2865761276） 盈亏：2157.6042986419634  (0.67%)，原因： 3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ: False, QS: True）），多仓清仓\n",
      "[EOS/USDT - 2022-03-20 13:30:00] // 1sell 做空卖出（2.25 - 143141.02907844837），原因： 当前级别 (MMD: ['1sell'] Loss: 2.277) \n",
      "[EOS/USDT - 2022-03-20 18:40:00] // 1sell 平仓做空（2.216 - 143141.02907844837） 盈亏：4866.794988667243 (1.51%)，原因： 1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-21 07:05:00] // 3buy 做多买入（327.16 - 988.9558098217015），原因： 当前级别 (MMD: ['3buy'] Loss: 324.05) \n",
      "[BCH/USDT - 2022-03-21 10:35:00] // 3buy 平仓做多（320.01 - 988.9558098217015） 盈亏：-7071.034040225204  (-2.19%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-03-21 20:45:00] // 3sell 做空卖出（2.188 - 146748.91089888848），原因： 当前级别 (MMD: ['3sell'] Loss: 2.205) \n",
      "[EOS/USDT - 2022-03-21 21:10:00] // 3sell 平仓做空（2.206 - 146748.91089888848） 盈亏：-2641.480396179948 (-0.82%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-22 03:45:00] // 3buy 做多买入（337.47 - 948.4909923920932），原因： 当前级别 (MMD: ['3buy'] Loss: 335.89) \n",
      "[BCH/USDT - 2022-03-22 04:40:00] // 3buy 平仓做多（335.8 - 948.4909923920932） 盈亏：-1583.979957294825  (-0.49%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-22 05:25:00] // 3buy 做多买入（336.54 - 949.1831606692331），原因： 当前级别 (MMD: ['3buy'] Loss: 335.09) \n",
      "[EOS/USDT - 2022-03-22 05:55:00] // 3buy 做多买入（2.376 - 135075.9336195779），原因： 当前级别 (MMD: ['3buy'] Loss: 2.358) \n",
      "[BCH/USDT - 2022-03-22 06:40:00] // 3buy 平仓做多（334.98 - 949.1831606692331） 盈亏：-1480.7257306440151  (-0.46%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-03-22 06:45:00] // 3buy 平仓做多（2.353 - 135075.9336195779） 盈亏：-3106.7464732502704  (-0.97%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-03-22 08:15:00] // 3buy 做多买入（2.37 - 134038.6301646595），原因： 当前级别 (MMD: ['3buy'] Loss: 2.339) \n",
      "[EOS/USDT - 2022-03-22 11:20:00] // l3buy 做多买入（2.408 - 132543.83837471248），原因： 当前级别 (MMD: ['l3buy'] Loss: 2.358) \n",
      "[EOS/USDT - 2022-03-22 11:50:00] // 3buy 平仓做多（2.399 - 134038.6301646595） 盈亏：3887.1202747750795  (1.22%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-03-22 11:50:00] // l3buy 平仓做多（2.399 - 132543.83837471248） 盈亏：-1192.894545372401  (-0.37%)，原因： l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-22 12:25:00] // 3buy 做多买入（348.4 - 913.6278043231861），原因： 当前级别 (MMD: ['3buy'] Loss: 346.81) \n",
      "[EOS/USDT - 2022-03-22 12:30:00] // l3buy 做多买入（2.414 - 132479.25816362977），原因： 当前级别 (MMD: ['l3buy'] Loss: 2.39) \n",
      "[EOS/USDT - 2022-03-22 12:50:00] // l3buy 平仓做多（2.4 - 132479.25816362977） 盈亏：-1854.7096142908558  (-0.58%)，原因： l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-22 14:05:00] // 3buy 平仓做多（351.32 - 913.6278043231861） 盈亏：2667.7931886237347  (0.84%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-03-22 15:00:00] // l3buy 做多买入（2.391 - 133133.99871355575），原因： 当前级别 (MMD: ['l3buy'] Loss: 2.357) \n",
      "[EOS/USDT - 2022-03-22 15:30:00] // l3buy 平仓做多（2.431 - 133133.99871355575） 盈亏：5325.35994854226  (1.67%)，原因： l3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: False, PZ: True, QS: True）），多仓清仓\n",
      "[EOS/USDT - 2022-03-22 15:30:00] // 1sell 做空卖出（2.431 - 131614.0062620547），原因： 当前级别 (MMD: ['1sell'] Loss: 2.468) \n",
      "[BCH/USDT - 2022-03-22 16:10:00] // 3buy 做多买入（358.07 - 897.7529288556736），原因： 当前级别 (MMD: ['3buy'] Loss: 354.64) \n",
      "[EOS/USDT - 2022-03-22 16:25:00] // 1sell 平仓做空（2.434 - 131614.0062620547） 盈亏：-394.8420187861775 (-0.12%)，原因： 1sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-03-22 16:25:00] // l3buy 做多买入（2.434 - 131605.37407389877），原因： 当前级别 (MMD: ['l3buy'] Loss: 2.405) \n",
      "[EOS/USDT - 2022-03-22 17:20:00] // l3buy 平仓做多（2.403 - 131605.37407389877） 盈亏：-4079.766596290923  (-1.27%)，原因： l3buy 止损\n",
      "[BCH/USDT - 2022-03-22 20:40:00] // 3buy 平仓做多（370.41 - 897.7529288556736） 盈亏：11078.271142079087  (3.45%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-22 21:20:00] // l3buy 做多买入（373.75 - 860.8710237432723），原因： 当前级别 (MMD: ['l3buy'] Loss: 370.06) \n",
      "[BCH/USDT - 2022-03-22 21:55:00] // l3buy 平仓做多（371.97 - 860.8710237432723） 盈亏：-1532.3504222629708  (-0.48%)，原因： l3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: False, PZ: True, QS: True）），多仓清仓\n",
      "[BCH/USDT - 2022-03-22 21:55:00] // 1sell 做空卖出（371.97 - 863.2894041837128），原因： 当前级别 (MMD: ['1sell'] Loss: 377.54) \n",
      "[BCH/USDT - 2022-03-22 22:35:00] // 1sell 平仓做空（374.27 - 863.2894041837128） 盈亏：-1985.5656296224915 (-0.62%)，原因： 1sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-22 22:35:00] // l3buy 做多买入（374.27 - 855.8927171336593），原因： 当前级别 (MMD: ['l3buy'] Loss: 370.54) \n",
      "[EOS/USDT - 2022-03-22 22:45:00] // 1sell 做空卖出（2.504 - 128530.95151459744），原因： 当前级别 (MMD: ['1sell'] Loss: 2.55) \n",
      "[BCH/USDT - 2022-03-22 22:55:00] // l3buy 平仓做多（371.31 - 855.8927171336593） 盈亏：-2533.4424427156337  (-0.79%)，原因： l3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-22 22:55:00] // 2sell 做空卖出（371.31 - 860.8756553972651），原因： 当前级别 (MMD: ['2sell'] Loss: 375.11) \n",
      "[BCH/USDT - 2022-03-23 00:30:00] // 2sell 平仓做空（376.41 - 860.8756553972651） 盈亏：-4390.465842526057 (-1.37%)，原因： 2sell 止损\n",
      "[EOS/USDT - 2022-03-23 01:35:00] // 1sell 平仓做空（2.497 - 128530.95151459744） 盈亏：899.7166606021929 (0.28%)，原因： 1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-03-23 01:35:00] // 3buy 做多买入（2.497 - 127339.17120056516），原因： 当前级别 (MMD: ['3buy'] Loss: 2.474) \n",
      "[EOS/USDT - 2022-03-23 01:45:00] // 1sell 做空卖出（2.483 - 128659.40562417856），原因： 当前级别 (MMD: ['1sell'] Loss: 2.565) \n",
      "[EOS/USDT - 2022-03-23 02:00:00] // 1sell 平仓做空（2.494 - 128659.40562417856） 盈亏：-1415.2534618659993 (-0.44%)，原因： 1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-03-23 04:00:00] // 3buy 平仓做多（2.466 - 127339.17120056516） 盈亏：-3947.514307217498  (-1.24%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-23 05:05:00] // 3buy 做多买入（381.82 - 827.4691669756917），原因： 当前级别 (MMD: ['3buy'] Loss: 377.0) \n",
      "[BCH/USDT - 2022-03-23 07:55:00] // 3buy 平仓做多（375.6 - 827.4691669756917） 盈亏：-5146.858218588808  (-1.63%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-23 11:50:00] // 3sell 做空卖出（356.26 - 881.7204268417083），原因： 当前级别 (MMD: ['3sell'] Loss: 358.37) \n",
      "[BCH/USDT - 2022-03-23 13:45:00] // 3sell 平仓做空（359.58 - 881.7204268417083） 盈亏：-2927.3118171144743 (-0.93%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-23 14:55:00] // 3sell 做空卖出（363.0 - 862.34362137303），原因： 当前级别 (MMD: ['3sell'] Loss: 367.72) \n",
      "[BCH/USDT - 2022-03-23 15:05:00] // 3sell 平仓做空（367.74 - 862.34362137303） 盈亏：-4087.5087653081864 (-1.31%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-23 16:05:00] // 3sell 做空卖出（361.01 - 863.0151163907856），原因： 当前级别 (MMD: ['3sell'] Loss: 369.24) \n",
      "[BCH/USDT - 2022-03-23 20:35:00] // 3sell 平仓做空（362.17 - 863.0151163907856） 盈亏：-1001.0975350133376 (-0.32%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-24 07:30:00] // 3buy 做多买入（363.12 - 856.7502482866614），原因： 当前级别 (MMD: ['3buy'] Loss: 360.98) \n",
      "[BCH/USDT - 2022-03-24 09:05:00] // 3buy 平仓做多（360.19 - 856.7502482866614） 盈亏：-2510.278227479954  (-0.81%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-24 11:20:00] // 3sell 做空卖出（357.51 - 867.5339389958622），原因： 当前级别 (MMD: ['3sell'] Loss: 359.15) \n",
      "[BCH/USDT - 2022-03-24 12:15:00] // 3sell 平仓做空（354.42 - 867.5339389958622） 盈亏：2680.67987149721 (0.86%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-24 21:25:00] // 3sell 做空卖出（353.79 - 878.8105753340716），原因： 当前级别 (MMD: ['3sell'] Loss: 355.31) \n",
      "[BCH/USDT - 2022-03-24 21:55:00] // 3sell 平仓做空（355.59 - 878.8105753340716） 盈亏：-1581.8590356012573 (-0.51%)，原因： 3sell 止损\n",
      "[EOS/USDT - 2022-03-25 00:50:00] // 3buy 做多买入（2.526 - 122830.14436175718），原因： 当前级别 (MMD: ['3buy'] Loss: 2.505) \n",
      "[EOS/USDT - 2022-03-25 01:30:00] // 3buy 平仓做多（2.593 - 122830.14436175718） 盈亏：8229.61967223772  (2.65%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-25 02:40:00] // 3buy 做多买入（360.43 - 868.0193745882904），原因： 当前级别 (MMD: ['3buy'] Loss: 358.0) \n",
      "[BCH/USDT - 2022-03-25 07:00:00] // 3buy 平仓做多（365.88 - 868.0193745882904） 盈亏：4730.70559150615  (1.51%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-25 08:25:00] // 2sell 做空卖出（364.83 - 861.4876153275964），原因： 当前级别 (MMD: ['2sell'] Loss: 368.44) \n",
      "[BCH/USDT - 2022-03-25 08:50:00] // 2sell 平仓做空（368.85 - 861.4876153275964） 盈亏：-3463.180213616928 (-1.10%)，原因： 2sell 止损\n",
      "[BCH/USDT - 2022-03-25 09:40:00] // 2sell 做空卖出（366.43 - 854.2655625773486），原因： 当前级别 (MMD: ['2sell'] Loss: 370.0) \n",
      "[BCH/USDT - 2022-03-25 16:25:00] // 2sell 平仓做空（356.96 - 854.2655625773486） 盈亏：8089.894877607527 (2.58%)，原因： 2sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-26 00:45:00] // 3sell 做空卖出（356.56 - 885.0567587673784），原因： 当前级别 (MMD: ['3sell'] Loss: 359.7) \n",
      "[BCH/USDT - 2022-03-26 01:55:00] // 3sell 平仓做空（355.27 - 885.0567587673784） 盈亏：1141.7232188099297 (0.36%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[EOS/USDT - 2022-03-26 03:00:00] // 3sell 做空卖出（2.496 - 126533.59959843359），原因： 当前级别 (MMD: ['3sell'] Loss: 2.524) \n",
      "[EOS/USDT - 2022-03-26 03:05:00] // 3sell 平仓做空（2.525 - 126533.59959843359） 盈亏：-3669.4743883545743 (-1.16%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-26 05:50:00] // 3buy 做多买入（365.54 - 860.3467299316726），原因： 当前级别 (MMD: ['3buy'] Loss: 362.5) \n",
      "[BCH/USDT - 2022-03-26 06:20:00] // 3buy 平仓做多（362.4 - 860.3467299316726） 盈亏：-2701.4887319855043  (-0.86%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-03-26 07:00:00] // 3sell 做空卖出（2.485 - 126147.14236601541），原因： 当前级别 (MMD: ['3sell'] Loss: 2.524) \n",
      "[EOS/USDT - 2022-03-26 09:20:00] // 3sell 平仓做空（2.482 - 126147.14236601541） 盈亏：378.4414270980051 (0.12%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-26 11:15:00] // 3buy 做多买入（361.94 - 866.100660399449），原因： 当前级别 (MMD: ['3buy'] Loss: 359.9) \n",
      "[BCH/USDT - 2022-03-26 13:20:00] // 3buy 平仓做多（357.93 - 866.100660399449） 盈亏：-3473.063648201758  (-1.11%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-26 21:25:00] // 3sell 做空卖出（358.32 - 871.3075268038468），原因： 当前级别 (MMD: ['3sell'] Loss: 360.02) \n",
      "[EOS/USDT - 2022-03-26 22:20:00] // l3sell 做空卖出（2.472 - 126891.27108261081），原因： 当前级别 (MMD: ['l3sell'] Loss: 2.486) \n",
      "[BCH/USDT - 2022-03-26 22:40:00] // 3sell 平仓做空（361.09 - 871.3075268038468） 盈亏：-2413.5218492466374 (-0.77%)，原因： 3sell 止损\n",
      "[EOS/USDT - 2022-03-26 23:25:00] // l3sell 平仓做空（2.489 - 126891.27108261081） 盈亏：-2157.151608404354 (-0.69%)，原因： l3sell 止损\n",
      "[BCH/USDT - 2022-03-27 07:25:00] // 3buy 做多买入（361.5 - 858.7823968035332），原因： 当前级别 (MMD: ['3buy'] Loss: 360.63) \n",
      "[BCH/USDT - 2022-03-27 08:05:00] // 3buy 平仓做多（360.68 - 858.7823968035332） 盈亏：-704.2015653789276  (-0.23%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-27 08:40:00] // 3buy 做多买入（362.21 - 856.1184153518129），原因： 当前级别 (MMD: ['3buy'] Loss: 360.63) \n",
      "[BCH/USDT - 2022-03-27 09:20:00] // 3buy 平仓做多（361.4 - 856.1184153518129） 盈亏：-693.4559164349339  (-0.22%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-03-27 10:00:00] // 3buy 做多买入（2.531 - 122379.75132143148），原因： 当前级别 (MMD: ['3buy'] Loss: 2.515) \n",
      "[EOS/USDT - 2022-03-27 12:30:00] // 3buy 平仓做多（2.514 - 122379.75132143148） 盈亏：-2080.455772464338  (-0.67%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-03-27 15:10:00] // 3buy 做多买入（2.555 - 120913.64142161931），原因： 当前级别 (MMD: ['3buy'] Loss: 2.545) \n",
      "[EOS/USDT - 2022-03-27 16:35:00] // 3buy 平仓做多（2.544 - 120913.64142161931） 盈亏：-1330.0500556378393  (-0.43%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-27 20:30:00] // 3sell 做空卖出（357.77 - 861.9318630954814），原因： 当前级别 (MMD: ['3sell'] Loss: 359.45) \n",
      "[BCH/USDT - 2022-03-27 21:15:00] // 3sell 平仓做空（357.34 - 861.9318630954814） 盈亏：370.63070113107096 (0.12%)，原因： 3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），空仓清仓\n",
      "[BCH/USDT - 2022-03-28 09:20:00] // 3buy 做多买入（376.28 - 819.5323384828034），原因： 当前级别 (MMD: ['3buy'] Loss: 374.81) \n",
      "[BCH/USDT - 2022-03-28 09:35:00] // 3buy 平仓做多（374.55 - 819.5323384828034） 盈亏：-1417.7909455752233  (-0.46%)，原因： 3buy 止损\n",
      "[EOS/USDT - 2022-03-28 10:55:00] // 3buy 做多买入（2.658 - 115795.3055222198），原因： 当前级别 (MMD: ['3buy'] Loss: 2.645) \n",
      "[EOS/USDT - 2022-03-29 05:25:00] // 3buy 平仓做多（2.962 - 115795.3055222198） 盈亏：35201.772878754884  (11.44%)，原因： 3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False, QS: False）），多仓清仓\n",
      "[EOS/USDT - 2022-03-29 23:05:00] // 3sell 做空卖出（2.898 - 110169.65312073032），原因： 当前级别 (MMD: ['3sell'] Loss: 2.911) \n",
      "[BCH/USDT - 2022-03-29 23:20:00] // 3buy 做多买入（379.51 - 845.2298736163393），原因： 当前级别 (MMD: ['3buy'] Loss: 377.01) \n",
      "[EOS/USDT - 2022-03-29 23:35:00] // 3sell 平仓做空（2.912 - 110169.65312073032） 盈亏：-1542.3751436902094 (-0.48%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-29 23:40:00] // 3buy 平仓做多（376.34 - 845.2298736163393） 盈亏：-2679.3786993637914  (-0.84%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-30 00:30:00] // l3buy 做多买入（371.21 - 855.6484021015516），原因： 当前级别 (MMD: ['l3buy'] Loss: 366.6) \n",
      "[BCH/USDT - 2022-03-30 02:25:00] // l3buy 平仓做多（370.97 - 855.6484021015516） 盈亏：-205.35561650432646  (-0.06%)，原因： l3buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, PZ: False, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-30 02:25:00] // 3sell 做空卖出（370.97 - 855.6803435714971），原因： 当前级别 (MMD: ['3sell'] Loss: 372.2) \n",
      "[BCH/USDT - 2022-03-30 03:10:00] // 3sell 平仓做空（372.65 - 855.6803435714971） 盈亏：-1437.5429772000643 (-0.45%)，原因： 3sell 止损\n",
      "[BCH/USDT - 2022-03-30 18:10:00] // l3buy 做多买入（377.05 - 840.2900418269703），原因： 当前级别 (MMD: ['l3buy'] Loss: 374.52) \n",
      "[BCH/USDT - 2022-03-31 01:00:00] // l3buy 平仓做多（383.62 - 840.2900418269703） 盈亏：5520.705574803229  (1.74%)，原因： l3buy 当前级别出现卖点（MMDS: []，BC：（BI: False, PZ: True, QS: False）），多仓清仓\n",
      "[BCH/USDT - 2022-03-31 11:20:00] // 3buy 做多买入（382.77 - 832.161963560815），原因： 当前级别 (MMD: ['3buy'] Loss: 380.34) \n",
      "[BCH/USDT - 2022-03-31 12:05:00] // 3buy 平仓做多（380.04 - 832.161963560815） 盈亏：-2271.8021605209797  (-0.71%)，原因： 3buy 止损\n",
      "[BCH/USDT - 2022-03-31 14:05:00] // 3sell 做空卖出（378.97 - 838.1963040574484），原因： 当前级别 (MMD: ['3sell'] Loss: 380.39) \n",
      "[BCH/USDT - 2022-03-31 14:55:00] // 3sell 平仓做空（380.49 - 838.1963040574484） 盈亏：-1274.0583821673063 (-0.40%)，原因： 3sell 止损\n",
      "运行完成，执行时间：397.6733703613281\n",
      "save to : ./data/bk/currency_strategy_demo.pkl\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done\n"
     ]
    }
   ],
   "source": [
    "# 运行回测\n",
    "BT.run()\n",
    "# 多进程回测，只支持信号回测模式\n",
    "# BT.run_process(max_workers=4)\n",
    "# 保存回测结果到文件中\n",
    "BT.save()\n",
    "print('Done')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-05-04T10:59:50.848408Z",
     "iopub.status.busy": "2022-05-04T10:59:50.847404Z",
     "iopub.status.idle": "2022-05-04T10:59:58.285323Z",
     "shell.execute_reply": "2022-05-04T10:59:58.284353Z",
     "shell.execute_reply.started": "2022-05-04T10:59:50.848408Z"
    },
    "pycharm": {
     "name": "#%%\n"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2022-05-04 18:59:50\n",
      "Save File : ./data/bk/currency_strategy_demo.pkl\n",
      "Mode trade init balance 1000000 fee rate 0.0006\n",
      "is stock False is futures True\n",
      "STR Class : <chanlun.strategy.strategy_demo.StrategyDemo object at 0x0000022CA93A2CC8>\n",
      "Base Code : BCH/USDT\n",
      "Run Codes : ['BCH/USDT', 'EOS/USDT']\n",
      "Frequencys : ['5m']\n",
      "Start time : 2022-02-01 00:00:00 End time : 2022-04-01 00:00:00\n",
      "CL Config : {'xd_bzh': 'xd_bzh_no', 'fx_qj': 'fx_qj_k', 'fx_bh': 'fx_bh_dingdi', 'bi_type': 'bi_type_new', 'bi_bzh': 'bi_bzh_yes', 'bi_qj': 'bi_qj_ck', 'bi_fx_cgd': 'bi_fx_cgd_no', 'xd_qj': 'xd_qj_dd', 'zslx_bzh': 'zslx_bzh_yes', 'zslx_qj': 'zslx_qj_dd', 'zs_bi_type': 'zs_type_dn', 'zs_xd_type': 'zs_type_dn', 'zs_qj': 'zs_qj_dd', 'zs_wzgx': 'zs_wzgx_zgd', 'idx_macd_fast': 12, 'idx_macd_slow': 26, 'idx_macd_signal': 9, 'idx_boll_period': 20, 'idx_ma_period': 5}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "基准收益率：34.90% 基准年化收益：147.89%\n",
      "总收益：-39076.4487 总收益率：-3.91% 年化收益率：-16.56% 最大回撤：128820.8150 回撤比例：12.14% 总手续费：115597.0932\n",
      "+--------------+------+------+--------+-----------+-----------+-----------+----------+----------+----------+--------+\n",
      "|    买卖点    | 成功 | 失败 |  胜率  |    盈利   |    亏损   |   净利润  | 回吐比例 | 平均盈利 | 平均亏损 | 盈亏比 |\n",
      "+--------------+------+------+--------+-----------+-----------+-----------+----------+----------+----------+--------+\n",
      "|   一类买点   |  2   |  7   | 22.22% |  4928.95  |  25705.23 | -20776.28 |  521.52  | 2464.47  | 3672.18  | 0.6711 |\n",
      "|   二类买点   |  0   |  3   |  0.0%  |     0     |  4123.77  |  -4123.77 |    0     |    0     | 1374.59  |   0    |\n",
      "|  类二类买点  |  0   |  0   |   0%   |     0     |     0     |     0     |    0     |    0     |    0     |   0    |\n",
      "|   三类买点   |  40  |  70  | 36.36% | 234961.89 | 176232.72 |  58729.16 |   75.0   | 5874.05  | 2517.61  | 2.3332 |\n",
      "|  类三类买点  |  11  |  18  | 37.93% |  43616.44 |  34620.7  |  8995.74  |  79.38   | 3965.13  | 1923.37  | 2.0616 |\n",
      "| 下跌盘整背驰 |  0   |  0   |   0%   |     0     |     0     |     0     |    0     |    0     |    0     |   0    |\n",
      "| 下跌趋势背驰 |  0   |  0   |   0%   |     0     |     0     |     0     |    0     |    0     |    0     |   0    |\n",
      "|   一类卖点   |  10  |  21  | 32.26% |  49433.89 |  51460.19 |  -2026.3  |  104.1   | 4943.39  | 2450.49  | 2.0173 |\n",
      "|   二类卖点   |  6   |  17  | 26.09% |  26781.53 |  39965.58 | -13184.04 |  149.23  | 4463.59  | 2350.92  | 1.8987 |\n",
      "|  类二类卖点  |  0   |  0   |   0%   |     0     |     0     |     0     |    0     |    0     |    0     |   0    |\n",
      "|   三类卖点   |  24  |  50  | 32.43% | 193078.53 | 120109.51 |  72969.02 |  62.21   | 8044.94  | 2402.19  | 3.349  |\n",
      "|  类三类卖点  |  4   |  10  | 28.57% |  1644.07  |  25706.95 | -24062.88 | 1563.61  |  411.02  |  2570.7  | 0.1599 |\n",
      "| 上涨盘整背驰 |  0   |  0   |   0%   |     0     |     0     |     0     |    0     |    0     |    0     |   0    |\n",
      "| 上涨趋势背驰 |  0   |  0   |   0%   |     0     |     0     |     0     |    0     |    0     |    0     |   0    |\n",
      "+--------------+------+------+--------+-----------+-----------+-----------+----------+----------+----------+--------+\n"
     ]
    }
   ],
   "source": [
    "# 输出回测结果\n",
    "BT.info()\n",
    "BT.result()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# 回测数据展示\n",
    "BT.backtest_charts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-05-04T11:00:00.544268Z",
     "iopub.status.busy": "2022-05-04T11:00:00.544268Z",
     "iopub.status.idle": "2022-05-04T11:00:00.722523Z",
     "shell.execute_reply": "2022-05-04T11:00:00.721577Z",
     "shell.execute_reply.started": "2022-05-04T11:00:00.544268Z"
    },
    "pycharm": {
     "name": "#%%\n"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>code</th>\n",
       "      <th>mmd</th>\n",
       "      <th>open_datetime</th>\n",
       "      <th>close_datetime</th>\n",
       "      <th>type</th>\n",
       "      <th>price</th>\n",
       "      <th>amount</th>\n",
       "      <th>loss_price</th>\n",
       "      <th>profit_rate</th>\n",
       "      <th>max_profit_rate</th>\n",
       "      <th>max_loss_rate</th>\n",
       "      <th>open_msg</th>\n",
       "      <th>close_msg</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-01 02:15:00</td>\n",
       "      <td>2022-02-01 03:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.334</td>\n",
       "      <td>141388.174807</td>\n",
       "      <td>2.347</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>0.2142</td>\n",
       "      <td>-0.5998</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.347)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-01 03:10:00</td>\n",
       "      <td>2022-02-01 03:30:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.346</td>\n",
       "      <td>140370.454770</td>\n",
       "      <td>2.329</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>0.0853</td>\n",
       "      <td>-0.7246</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.329)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-01 03:30:00</td>\n",
       "      <td>2022-02-01 11:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.331</td>\n",
       "      <td>140919.890022</td>\n",
       "      <td>2.348</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>0.7722</td>\n",
       "      <td>-1.1583</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.348)</td>\n",
       "      <td>1sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-01 12:30:00</td>\n",
       "      <td>2022-02-01 17:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.353</td>\n",
       "      <td>138846.994822</td>\n",
       "      <td>2.366</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>1.1900</td>\n",
       "      <td>-0.6375</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.366)</td>\n",
       "      <td>1sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-01 17:25:00</td>\n",
       "      <td>2022-02-02 08:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.351</td>\n",
       "      <td>139289.077270</td>\n",
       "      <td>2.371</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>1.8290</td>\n",
       "      <td>-1.1484</td>\n",
       "      <td>当前级别 (MMD: ['2sell', '1sell'] Loss: 2.371)</td>\n",
       "      <td>1sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-01 17:25:00</td>\n",
       "      <td>2022-02-02 08:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.351</td>\n",
       "      <td>138637.067143</td>\n",
       "      <td>2.371</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>1.8290</td>\n",
       "      <td>-1.1484</td>\n",
       "      <td>当前级别 (MMD: ['2sell', '1sell'] Loss: 2.371)</td>\n",
       "      <td>2sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-02 10:20:00</td>\n",
       "      <td>2022-02-02 11:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.378</td>\n",
       "      <td>135950.782019</td>\n",
       "      <td>2.367</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>0.3364</td>\n",
       "      <td>-0.5046</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.367)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-02 20:10:00</td>\n",
       "      <td>2022-02-02 22:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.424</td>\n",
       "      <td>132805.107701</td>\n",
       "      <td>2.414</td>\n",
       "      <td>-1.28</td>\n",
       "      <td>1.3201</td>\n",
       "      <td>-1.8152</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.414)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-03 04:00:00</td>\n",
       "      <td>2022-02-03 06:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.359</td>\n",
       "      <td>135834.811284</td>\n",
       "      <td>2.371</td>\n",
       "      <td>2.97</td>\n",
       "      <td>4.2815</td>\n",
       "      <td>-0.0424</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.371)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-03 10:00:00</td>\n",
       "      <td>2022-02-04 05:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.261</td>\n",
       "      <td>143054.884847</td>\n",
       "      <td>2.371</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>1.5038</td>\n",
       "      <td>-1.6807</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.371)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-04 07:15:00</td>\n",
       "      <td>2022-02-04 08:45:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.292</td>\n",
       "      <td>140853.899661</td>\n",
       "      <td>2.278</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.8290</td>\n",
       "      <td>-0.3927</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.278)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-04 17:00:00</td>\n",
       "      <td>2022-02-04 19:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.386</td>\n",
       "      <td>135197.327389</td>\n",
       "      <td>2.373</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>0.3353</td>\n",
       "      <td>-0.7544</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.373)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-05 03:40:00</td>\n",
       "      <td>2022-02-05 06:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.436</td>\n",
       "      <td>131959.300005</td>\n",
       "      <td>2.424</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.7800</td>\n",
       "      <td>-0.2463</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.424)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-05 08:55:00</td>\n",
       "      <td>2022-02-05 09:55:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.465</td>\n",
       "      <td>132960.146387</td>\n",
       "      <td>2.495</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>0.6491</td>\n",
       "      <td>-0.2028</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 2.495)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-05 09:55:00</td>\n",
       "      <td>2022-02-05 12:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.469</td>\n",
       "      <td>132559.198146</td>\n",
       "      <td>2.449</td>\n",
       "      <td>0.61</td>\n",
       "      <td>1.6201</td>\n",
       "      <td>-0.3240</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.449)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-06 07:35:00</td>\n",
       "      <td>2022-02-06 09:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.484</td>\n",
       "      <td>134614.852613</td>\n",
       "      <td>2.493</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>0.4428</td>\n",
       "      <td>-0.4831</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.493)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-05 14:40:00</td>\n",
       "      <td>2022-02-06 21:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.502</td>\n",
       "      <td>130096.501544</td>\n",
       "      <td>2.523</td>\n",
       "      <td>0.52</td>\n",
       "      <td>2.4380</td>\n",
       "      <td>-1.0392</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 2.523)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-07 09:35:00</td>\n",
       "      <td>2022-02-07 17:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.502</td>\n",
       "      <td>130262.479952</td>\n",
       "      <td>2.488</td>\n",
       "      <td>3.84</td>\n",
       "      <td>4.8761</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.488)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-02-07 18:05:00</td>\n",
       "      <td>2022-02-07 20:30:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.589</td>\n",
       "      <td>128366.330694</td>\n",
       "      <td>2.566</td>\n",
       "      <td>0.73</td>\n",
       "      <td>1.5450</td>\n",
       "      <td>-0.5794</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 2.566)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: []，BC：（BI: False, PZ: Tru...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-02-08 00:35:00</td>\n",
       "      <td>2022-02-08 06:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.644</td>\n",
       "      <td>124832.681176</td>\n",
       "      <td>2.585</td>\n",
       "      <td>2.27</td>\n",
       "      <td>2.8366</td>\n",
       "      <td>-1.6263</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 2.585)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-08 06:50:00</td>\n",
       "      <td>2022-02-08 07:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.704</td>\n",
       "      <td>123177.232850</td>\n",
       "      <td>2.719</td>\n",
       "      <td>0.59</td>\n",
       "      <td>1.1464</td>\n",
       "      <td>-0.2219</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 2.719)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-08 07:50:00</td>\n",
       "      <td>2022-02-08 08:15:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.688</td>\n",
       "      <td>124199.978547</td>\n",
       "      <td>2.673</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>0.6324</td>\n",
       "      <td>-1.0789</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.673)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-08 08:40:00</td>\n",
       "      <td>2022-02-08 09:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.708</td>\n",
       "      <td>121870.006799</td>\n",
       "      <td>2.673</td>\n",
       "      <td>0.15</td>\n",
       "      <td>2.1787</td>\n",
       "      <td>-0.1477</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.673)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-02-08 11:35:00</td>\n",
       "      <td>2022-02-08 12:45:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.709</td>\n",
       "      <td>121836.124328</td>\n",
       "      <td>2.696</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>0.1846</td>\n",
       "      <td>-0.6645</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 2.696)</td>\n",
       "      <td>l3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-08 17:55:00</td>\n",
       "      <td>2022-02-08 21:00:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.607</td>\n",
       "      <td>126761.213095</td>\n",
       "      <td>2.627</td>\n",
       "      <td>1.04</td>\n",
       "      <td>1.8028</td>\n",
       "      <td>-0.3069</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.627)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-09 00:45:00</td>\n",
       "      <td>2022-02-09 01:20:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.562</td>\n",
       "      <td>127874.051614</td>\n",
       "      <td>2.574</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>0.5464</td>\n",
       "      <td>-0.9758</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.574)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-09 06:50:00</td>\n",
       "      <td>2022-02-09 07:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.605</td>\n",
       "      <td>126092.994363</td>\n",
       "      <td>2.598</td>\n",
       "      <td>0.84</td>\n",
       "      <td>1.6507</td>\n",
       "      <td>-0.0384</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.598)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-10 21:15:00</td>\n",
       "      <td>2022-02-10 21:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.743</td>\n",
       "      <td>120547.029961</td>\n",
       "      <td>2.697</td>\n",
       "      <td>-2.62</td>\n",
       "      <td>0.8385</td>\n",
       "      <td>-3.0623</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.697)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-02-10 22:35:00</td>\n",
       "      <td>2022-02-11 01:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.609</td>\n",
       "      <td>124035.000873</td>\n",
       "      <td>2.575</td>\n",
       "      <td>2.45</td>\n",
       "      <td>3.7179</td>\n",
       "      <td>-0.3066</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 2.575)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-11 01:50:00</td>\n",
       "      <td>2022-02-11 08:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.673</td>\n",
       "      <td>121996.713890</td>\n",
       "      <td>2.696</td>\n",
       "      <td>5.54</td>\n",
       "      <td>6.5095</td>\n",
       "      <td>-0.0374</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.696)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: ['1buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1buy</td>\n",
       "      <td>2022-02-11 08:50:00</td>\n",
       "      <td>2022-02-11 14:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.525</td>\n",
       "      <td>132918.964958</td>\n",
       "      <td>2.499</td>\n",
       "      <td>0.63</td>\n",
       "      <td>2.1386</td>\n",
       "      <td>-0.2376</td>\n",
       "      <td>当前级别 (MMD: ['1buy'] Loss: 2.499)</td>\n",
       "      <td>1buy 当前级别出现卖点（MMDS: ['l3sell']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>2buy</td>\n",
       "      <td>2022-02-11 11:10:00</td>\n",
       "      <td>2022-02-11 14:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.551</td>\n",
       "      <td>132801.737309</td>\n",
       "      <td>2.533</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>0.1568</td>\n",
       "      <td>-0.8624</td>\n",
       "      <td>当前级别 (MMD: ['2buy'] Loss: 2.533)</td>\n",
       "      <td>2buy 当前级别出现卖点（MMDS: ['l3sell']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-02-11 14:00:00</td>\n",
       "      <td>2022-02-11 14:20:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.541</td>\n",
       "      <td>132079.853100</td>\n",
       "      <td>2.555</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>0.0787</td>\n",
       "      <td>-0.6690</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 2.555)</td>\n",
       "      <td>l3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-11 21:25:00</td>\n",
       "      <td>2022-02-11 22:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.587</td>\n",
       "      <td>127784.847780</td>\n",
       "      <td>2.568</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>0.4639</td>\n",
       "      <td>-1.1210</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.568)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-12 01:25:00</td>\n",
       "      <td>2022-02-12 03:20:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.551</td>\n",
       "      <td>129140.353980</td>\n",
       "      <td>2.567</td>\n",
       "      <td>1.53</td>\n",
       "      <td>3.0576</td>\n",
       "      <td>-0.4704</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.567)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-12 04:10:00</td>\n",
       "      <td>2022-02-12 23:00:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.471</td>\n",
       "      <td>134571.497220</td>\n",
       "      <td>2.567</td>\n",
       "      <td>4.17</td>\n",
       "      <td>5.8276</td>\n",
       "      <td>-0.0809</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.567)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-13 02:10:00</td>\n",
       "      <td>2022-02-13 02:30:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.422</td>\n",
       "      <td>138456.747383</td>\n",
       "      <td>2.402</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>0.3716</td>\n",
       "      <td>-0.1652</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.402)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-13 07:30:00</td>\n",
       "      <td>2022-02-13 08:35:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.389</td>\n",
       "      <td>139828.932108</td>\n",
       "      <td>2.398</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>0.5023</td>\n",
       "      <td>-0.6697</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.398)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-14 02:45:00</td>\n",
       "      <td>2022-02-14 03:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.360</td>\n",
       "      <td>140800.260611</td>\n",
       "      <td>2.391</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>0.3814</td>\n",
       "      <td>-0.5508</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.391)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-14 06:20:00</td>\n",
       "      <td>2022-02-14 07:05:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.396</td>\n",
       "      <td>139067.339933</td>\n",
       "      <td>2.377</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>0.3339</td>\n",
       "      <td>-0.4591</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.377)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1buy</td>\n",
       "      <td>2022-02-14 04:10:00</td>\n",
       "      <td>2022-02-14 07:05:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.367</td>\n",
       "      <td>140112.216790</td>\n",
       "      <td>2.346</td>\n",
       "      <td>0.84</td>\n",
       "      <td>1.5632</td>\n",
       "      <td>-0.1267</td>\n",
       "      <td>当前级别 (MMD: ['1buy'] Loss: 2.346)</td>\n",
       "      <td>1buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-14 16:30:00</td>\n",
       "      <td>2022-02-14 20:55:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.342</td>\n",
       "      <td>141657.689942</td>\n",
       "      <td>2.358</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>1.1102</td>\n",
       "      <td>-0.9394</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.358)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-15 00:20:00</td>\n",
       "      <td>2022-02-15 02:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.383</td>\n",
       "      <td>138775.246295</td>\n",
       "      <td>2.366</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>0.4196</td>\n",
       "      <td>-0.9232</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.366)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-15 19:50:00</td>\n",
       "      <td>2022-02-15 20:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.464</td>\n",
       "      <td>135164.493703</td>\n",
       "      <td>2.455</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>0.0812</td>\n",
       "      <td>-0.4870</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.455)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-15 20:20:00</td>\n",
       "      <td>2022-02-15 23:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.466</td>\n",
       "      <td>133978.704231</td>\n",
       "      <td>2.455</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>0.3650</td>\n",
       "      <td>-0.5677</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.455)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-16 03:55:00</td>\n",
       "      <td>2022-02-16 04:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.461</td>\n",
       "      <td>134243.468055</td>\n",
       "      <td>2.473</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>0.0813</td>\n",
       "      <td>-0.6095</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 2.473)</td>\n",
       "      <td>2sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-16 01:20:00</td>\n",
       "      <td>2022-02-16 05:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.463</td>\n",
       "      <td>133506.578522</td>\n",
       "      <td>2.496</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>0.2436</td>\n",
       "      <td>-1.6646</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.496)</td>\n",
       "      <td>1sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-16 07:00:00</td>\n",
       "      <td>2022-02-16 07:20:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.491</td>\n",
       "      <td>130997.087953</td>\n",
       "      <td>2.508</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>0.0401</td>\n",
       "      <td>-0.9233</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.508)</td>\n",
       "      <td>1sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-16 08:05:00</td>\n",
       "      <td>2022-02-16 10:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.522</td>\n",
       "      <td>128958.333214</td>\n",
       "      <td>2.537</td>\n",
       "      <td>1.11</td>\n",
       "      <td>1.5464</td>\n",
       "      <td>-0.0793</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.537)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-16 10:05:00</td>\n",
       "      <td>2022-02-16 12:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.494</td>\n",
       "      <td>130832.563783</td>\n",
       "      <td>2.483</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>1.0826</td>\n",
       "      <td>-1.1227</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.483)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-17 06:40:00</td>\n",
       "      <td>2022-02-17 07:55:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.537</td>\n",
       "      <td>128018.447574</td>\n",
       "      <td>2.516</td>\n",
       "      <td>0.55</td>\n",
       "      <td>1.1825</td>\n",
       "      <td>-0.1971</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.516)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-17 15:20:00</td>\n",
       "      <td>2022-02-17 15:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.510</td>\n",
       "      <td>129579.791979</td>\n",
       "      <td>2.526</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>0.0398</td>\n",
       "      <td>-0.7968</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.526)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-17 16:25:00</td>\n",
       "      <td>2022-02-18 11:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.523</td>\n",
       "      <td>128512.256620</td>\n",
       "      <td>2.538</td>\n",
       "      <td>6.42</td>\n",
       "      <td>9.2350</td>\n",
       "      <td>-0.0396</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.538)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-18 11:30:00</td>\n",
       "      <td>2022-02-18 12:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.361</td>\n",
       "      <td>142020.210727</td>\n",
       "      <td>2.347</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>0.0847</td>\n",
       "      <td>-0.6777</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.347)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-02-19 03:15:00</td>\n",
       "      <td>2022-02-19 07:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.296</td>\n",
       "      <td>144548.849538</td>\n",
       "      <td>2.310</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.7840</td>\n",
       "      <td>-0.4791</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 2.31)</td>\n",
       "      <td>l3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fal...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-02-19 08:00:00</td>\n",
       "      <td>2022-02-19 08:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.294</td>\n",
       "      <td>144242.076694</td>\n",
       "      <td>2.304</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>0.2616</td>\n",
       "      <td>-0.5231</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 2.304)</td>\n",
       "      <td>l3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-02-19 08:55:00</td>\n",
       "      <td>2022-02-19 09:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.308</td>\n",
       "      <td>142910.512338</td>\n",
       "      <td>2.315</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>0.0867</td>\n",
       "      <td>-0.3899</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 2.315)</td>\n",
       "      <td>l3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-02-19 09:40:00</td>\n",
       "      <td>2022-02-19 12:35:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.311</td>\n",
       "      <td>142395.185564</td>\n",
       "      <td>2.320</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>0.3462</td>\n",
       "      <td>-0.6923</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 2.32)</td>\n",
       "      <td>l3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-22 21:45:00</td>\n",
       "      <td>2022-02-23 01:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.121</td>\n",
       "      <td>152675.031558</td>\n",
       "      <td>2.108</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>2.0273</td>\n",
       "      <td>-0.4243</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.108)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-23 01:20:00</td>\n",
       "      <td>2022-02-23 03:20:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.114</td>\n",
       "      <td>152953.188277</td>\n",
       "      <td>2.134</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>0.0473</td>\n",
       "      <td>-1.1353</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 2.134)</td>\n",
       "      <td>2sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-23 04:25:00</td>\n",
       "      <td>2022-02-23 05:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.144</td>\n",
       "      <td>150258.579571</td>\n",
       "      <td>2.157</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.4198</td>\n",
       "      <td>-0.3265</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 2.157)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-23 05:40:00</td>\n",
       "      <td>2022-02-23 06:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.137</td>\n",
       "      <td>151399.772391</td>\n",
       "      <td>2.157</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>0.1404</td>\n",
       "      <td>-0.5147</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 2.157)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-23 05:05:00</td>\n",
       "      <td>2022-02-23 06:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.144</td>\n",
       "      <td>150199.077173</td>\n",
       "      <td>2.135</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>0.1866</td>\n",
       "      <td>-0.4664</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.135)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-23 06:35:00</td>\n",
       "      <td>2022-02-23 07:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.135</td>\n",
       "      <td>151100.352004</td>\n",
       "      <td>2.157</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>0.0468</td>\n",
       "      <td>-0.7494</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 2.157)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-23 07:15:00</td>\n",
       "      <td>2022-02-23 08:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.149</td>\n",
       "      <td>148883.036816</td>\n",
       "      <td>2.134</td>\n",
       "      <td>0.79</td>\n",
       "      <td>1.3495</td>\n",
       "      <td>-0.0465</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.134)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-23 08:15:00</td>\n",
       "      <td>2022-02-23 08:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.181</td>\n",
       "      <td>147023.236476</td>\n",
       "      <td>2.134</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>0.0459</td>\n",
       "      <td>-1.3755</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.134)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-23 17:15:00</td>\n",
       "      <td>2022-02-23 21:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.210</td>\n",
       "      <td>144908.113617</td>\n",
       "      <td>2.191</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>0.8597</td>\n",
       "      <td>-0.4525</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.191)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-23 21:35:00</td>\n",
       "      <td>2022-02-24 06:35:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.209</td>\n",
       "      <td>144753.967652</td>\n",
       "      <td>2.229</td>\n",
       "      <td>3.76</td>\n",
       "      <td>4.5722</td>\n",
       "      <td>-0.6338</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.229)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1buy</td>\n",
       "      <td>2022-02-24 09:15:00</td>\n",
       "      <td>2022-02-24 09:30:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.092</td>\n",
       "      <td>158057.525884</td>\n",
       "      <td>2.080</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>0.0478</td>\n",
       "      <td>-0.5736</td>\n",
       "      <td>当前级别 (MMD: ['1buy'] Loss: 2.08)</td>\n",
       "      <td>1buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-24 09:30:00</td>\n",
       "      <td>2022-02-24 09:55:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.081</td>\n",
       "      <td>158554.540926</td>\n",
       "      <td>2.096</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>0.0481</td>\n",
       "      <td>-1.1052</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.096)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1buy</td>\n",
       "      <td>2022-02-24 09:50:00</td>\n",
       "      <td>2022-02-24 11:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.096</td>\n",
       "      <td>159647.847483</td>\n",
       "      <td>2.080</td>\n",
       "      <td>-1.81</td>\n",
       "      <td>1.2405</td>\n",
       "      <td>-2.1469</td>\n",
       "      <td>当前级别 (MMD: ['1buy'] Loss: 2.08)</td>\n",
       "      <td>1buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-24 11:00:00</td>\n",
       "      <td>2022-02-24 15:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.058</td>\n",
       "      <td>158488.284968</td>\n",
       "      <td>2.122</td>\n",
       "      <td>6.85</td>\n",
       "      <td>9.7668</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.122)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-26 20:10:00</td>\n",
       "      <td>2022-02-26 21:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.153</td>\n",
       "      <td>160705.798534</td>\n",
       "      <td>2.180</td>\n",
       "      <td>-1.30</td>\n",
       "      <td>0.1858</td>\n",
       "      <td>-1.3005</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.18)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-26 21:55:00</td>\n",
       "      <td>2022-02-26 23:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.171</td>\n",
       "      <td>158252.115013</td>\n",
       "      <td>2.181</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>0.4146</td>\n",
       "      <td>-0.6909</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.181)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-27 23:30:00</td>\n",
       "      <td>2022-02-28 03:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.190</td>\n",
       "      <td>156041.505743</td>\n",
       "      <td>2.132</td>\n",
       "      <td>-3.20</td>\n",
       "      <td>0.5023</td>\n",
       "      <td>-3.2420</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.132)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-28 05:05:00</td>\n",
       "      <td>2022-02-28 05:55:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.092</td>\n",
       "      <td>160904.135601</td>\n",
       "      <td>2.116</td>\n",
       "      <td>0.14</td>\n",
       "      <td>1.8164</td>\n",
       "      <td>-0.0956</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.116)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-02-28 07:05:00</td>\n",
       "      <td>2022-02-28 09:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.082</td>\n",
       "      <td>164656.450911</td>\n",
       "      <td>2.105</td>\n",
       "      <td>-1.25</td>\n",
       "      <td>1.0567</td>\n",
       "      <td>-1.2968</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 2.105)</td>\n",
       "      <td>l3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-28 13:05:00</td>\n",
       "      <td>2022-02-28 13:30:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.113</td>\n",
       "      <td>160819.278587</td>\n",
       "      <td>2.098</td>\n",
       "      <td>0.52</td>\n",
       "      <td>1.2305</td>\n",
       "      <td>-0.0473</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.098)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-01 02:00:00</td>\n",
       "      <td>2022-03-01 09:15:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.174</td>\n",
       "      <td>157501.864196</td>\n",
       "      <td>2.150</td>\n",
       "      <td>4.23</td>\n",
       "      <td>6.2098</td>\n",
       "      <td>-0.6900</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.15)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-04 00:40:00</td>\n",
       "      <td>2022-03-04 02:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.138</td>\n",
       "      <td>157746.417724</td>\n",
       "      <td>2.154</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>0.8419</td>\n",
       "      <td>-0.7016</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.154)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-03-04 04:50:00</td>\n",
       "      <td>2022-03-04 05:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.134</td>\n",
       "      <td>157273.912775</td>\n",
       "      <td>2.152</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>0.0469</td>\n",
       "      <td>-0.8435</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 2.152)</td>\n",
       "      <td>l3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fal...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-04 17:20:00</td>\n",
       "      <td>2022-03-04 18:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.086</td>\n",
       "      <td>159944.757464</td>\n",
       "      <td>2.102</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>-0.8629</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.102)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-05 01:35:00</td>\n",
       "      <td>2022-03-05 09:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.069</td>\n",
       "      <td>161491.560136</td>\n",
       "      <td>2.078</td>\n",
       "      <td>3.82</td>\n",
       "      <td>5.3649</td>\n",
       "      <td>-0.2417</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.078)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-06 02:50:00</td>\n",
       "      <td>2022-03-06 04:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.042</td>\n",
       "      <td>166910.023817</td>\n",
       "      <td>2.033</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.4897</td>\n",
       "      <td>-0.1959</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.033)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-13 01:35:00</td>\n",
       "      <td>2022-03-13 09:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>1.983</td>\n",
       "      <td>173152.387979</td>\n",
       "      <td>1.999</td>\n",
       "      <td>0.15</td>\n",
       "      <td>1.1599</td>\n",
       "      <td>-0.1009</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 1.999)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: True...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-13 21:50:00</td>\n",
       "      <td>2022-03-13 23:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>1.955</td>\n",
       "      <td>175128.446095</td>\n",
       "      <td>1.964</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>0.1023</td>\n",
       "      <td>-0.5627</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 1.964)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-03-14 10:50:00</td>\n",
       "      <td>2022-03-14 12:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>1.911</td>\n",
       "      <td>181317.575771</td>\n",
       "      <td>1.918</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>0.3140</td>\n",
       "      <td>-0.5756</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 1.918)</td>\n",
       "      <td>l3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-14 09:25:00</td>\n",
       "      <td>2022-03-14 12:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>1.909</td>\n",
       "      <td>179816.185522</td>\n",
       "      <td>1.925</td>\n",
       "      <td>-2.15</td>\n",
       "      <td>0.2619</td>\n",
       "      <td>-2.3573</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 1.925)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-14 16:40:00</td>\n",
       "      <td>2022-03-14 17:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>1.957</td>\n",
       "      <td>171573.717402</td>\n",
       "      <td>1.970</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>-0.8687</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 1.97)</td>\n",
       "      <td>1sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-14 18:25:00</td>\n",
       "      <td>2022-03-15 12:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>1.964</td>\n",
       "      <td>171263.494867</td>\n",
       "      <td>1.976</td>\n",
       "      <td>0.87</td>\n",
       "      <td>2.5967</td>\n",
       "      <td>-0.5092</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 1.976)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-16 04:05:00</td>\n",
       "      <td>2022-03-16 04:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.003</td>\n",
       "      <td>166124.628216</td>\n",
       "      <td>1.992</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>0.0999</td>\n",
       "      <td>-0.6990</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 1.992)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-16 07:05:00</td>\n",
       "      <td>2022-03-16 07:15:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>1.994</td>\n",
       "      <td>167233.980897</td>\n",
       "      <td>1.984</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>-0.6520</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 1.984)</td>\n",
       "      <td>l3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-16 05:35:00</td>\n",
       "      <td>2022-03-16 07:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>1.993</td>\n",
       "      <td>166534.678979</td>\n",
       "      <td>1.983</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>0.7025</td>\n",
       "      <td>-0.6021</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 1.983)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-16 16:05:00</td>\n",
       "      <td>2022-03-16 17:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.025</td>\n",
       "      <td>162365.477612</td>\n",
       "      <td>2.009</td>\n",
       "      <td>0.35</td>\n",
       "      <td>1.1852</td>\n",
       "      <td>-0.0494</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.009)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-17 01:30:00</td>\n",
       "      <td>2022-03-17 02:05:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.026</td>\n",
       "      <td>161589.314106</td>\n",
       "      <td>2.013</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>0.4936</td>\n",
       "      <td>-0.9872</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 2.013)</td>\n",
       "      <td>l3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-17 06:05:00</td>\n",
       "      <td>2022-03-17 06:55:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.069</td>\n",
       "      <td>157276.066398</td>\n",
       "      <td>2.057</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>0.1933</td>\n",
       "      <td>-0.3383</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.057)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-17 10:50:00</td>\n",
       "      <td>2022-03-17 12:10:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.088</td>\n",
       "      <td>156086.330432</td>\n",
       "      <td>2.079</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>0.2395</td>\n",
       "      <td>-0.6226</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.079)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-19 11:00:00</td>\n",
       "      <td>2022-03-19 13:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.147</td>\n",
       "      <td>150630.310923</td>\n",
       "      <td>2.135</td>\n",
       "      <td>0.33</td>\n",
       "      <td>0.9781</td>\n",
       "      <td>-0.5589</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.135)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-19 13:35:00</td>\n",
       "      <td>2022-03-19 16:15:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.168</td>\n",
       "      <td>149323.245789</td>\n",
       "      <td>2.135</td>\n",
       "      <td>-1.57</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>-1.5683</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.135)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-19 21:40:00</td>\n",
       "      <td>2022-03-20 00:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.146</td>\n",
       "      <td>149594.080722</td>\n",
       "      <td>2.172</td>\n",
       "      <td>-1.68</td>\n",
       "      <td>0.2796</td>\n",
       "      <td>-1.7707</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.172)</td>\n",
       "      <td>1sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-20 01:05:00</td>\n",
       "      <td>2022-03-20 02:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.178</td>\n",
       "      <td>149302.821945</td>\n",
       "      <td>2.188</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>0.4591</td>\n",
       "      <td>-0.4132</td>\n",
       "      <td>当前级别 (MMD: ['2sell', '1sell'] Loss: 2.188)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-03-20 01:05:00</td>\n",
       "      <td>2022-03-20 02:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.178</td>\n",
       "      <td>148603.937627</td>\n",
       "      <td>2.188</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>0.4591</td>\n",
       "      <td>-0.4132</td>\n",
       "      <td>当前级别 (MMD: ['2sell', '1sell'] Loss: 2.188)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-20 02:30:00</td>\n",
       "      <td>2022-03-20 08:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.181</td>\n",
       "      <td>148146.414717</td>\n",
       "      <td>2.168</td>\n",
       "      <td>1.42</td>\n",
       "      <td>2.1550</td>\n",
       "      <td>-0.9170</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.168)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-20 08:20:00</td>\n",
       "      <td>2022-03-20 11:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.212</td>\n",
       "      <td>146697.110531</td>\n",
       "      <td>2.228</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>1.7631</td>\n",
       "      <td>-0.9946</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.228)</td>\n",
       "      <td>1sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-03-20 10:30:00</td>\n",
       "      <td>2022-03-20 11:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.202</td>\n",
       "      <td>148056.359590</td>\n",
       "      <td>2.219</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>0.6358</td>\n",
       "      <td>-1.4532</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 2.219)</td>\n",
       "      <td>2sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-20 12:00:00</td>\n",
       "      <td>2022-03-20 12:45:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.231</td>\n",
       "      <td>144240.692802</td>\n",
       "      <td>2.250</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>0.4482</td>\n",
       "      <td>-0.2689</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.25)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-20 12:45:00</td>\n",
       "      <td>2022-03-20 13:30:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.235</td>\n",
       "      <td>143840.286576</td>\n",
       "      <td>2.221</td>\n",
       "      <td>0.67</td>\n",
       "      <td>1.8792</td>\n",
       "      <td>-0.2685</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.221)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-20 13:30:00</td>\n",
       "      <td>2022-03-20 18:40:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.250</td>\n",
       "      <td>143141.029078</td>\n",
       "      <td>2.277</td>\n",
       "      <td>1.51</td>\n",
       "      <td>2.6667</td>\n",
       "      <td>-0.2222</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.277)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-21 20:45:00</td>\n",
       "      <td>2022-03-21 21:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.188</td>\n",
       "      <td>146748.910899</td>\n",
       "      <td>2.205</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>0.0457</td>\n",
       "      <td>-0.8684</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.205)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-22 05:55:00</td>\n",
       "      <td>2022-03-22 06:45:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.376</td>\n",
       "      <td>135075.933620</td>\n",
       "      <td>2.358</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>0.1263</td>\n",
       "      <td>-1.2626</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.358)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-22 08:15:00</td>\n",
       "      <td>2022-03-22 11:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.370</td>\n",
       "      <td>134038.630165</td>\n",
       "      <td>2.339</td>\n",
       "      <td>1.22</td>\n",
       "      <td>2.0253</td>\n",
       "      <td>-0.8861</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.339)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-22 11:20:00</td>\n",
       "      <td>2022-03-22 11:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.408</td>\n",
       "      <td>132543.838375</td>\n",
       "      <td>2.358</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>0.4153</td>\n",
       "      <td>-0.3738</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 2.358)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-22 12:30:00</td>\n",
       "      <td>2022-03-22 12:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.414</td>\n",
       "      <td>132479.258164</td>\n",
       "      <td>2.390</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>0.4143</td>\n",
       "      <td>-0.6628</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 2.39)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-22 15:00:00</td>\n",
       "      <td>2022-03-22 15:30:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.391</td>\n",
       "      <td>133133.998714</td>\n",
       "      <td>2.357</td>\n",
       "      <td>1.67</td>\n",
       "      <td>3.2204</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 2.357)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-22 15:30:00</td>\n",
       "      <td>2022-03-22 16:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.431</td>\n",
       "      <td>131614.006262</td>\n",
       "      <td>2.468</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>1.0695</td>\n",
       "      <td>-0.2468</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.468)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-22 16:25:00</td>\n",
       "      <td>2022-03-22 17:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.434</td>\n",
       "      <td>131605.374074</td>\n",
       "      <td>2.405</td>\n",
       "      <td>-1.27</td>\n",
       "      <td>0.9449</td>\n",
       "      <td>-1.3147</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 2.405)</td>\n",
       "      <td>l3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-22 22:45:00</td>\n",
       "      <td>2022-03-23 01:35:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.504</td>\n",
       "      <td>128530.951515</td>\n",
       "      <td>2.550</td>\n",
       "      <td>0.28</td>\n",
       "      <td>1.1981</td>\n",
       "      <td>-2.4361</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.55)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-23 01:45:00</td>\n",
       "      <td>2022-03-23 02:00:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.483</td>\n",
       "      <td>128659.405624</td>\n",
       "      <td>2.565</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>0.0403</td>\n",
       "      <td>-0.4833</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 2.565)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-23 01:35:00</td>\n",
       "      <td>2022-03-23 04:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.497</td>\n",
       "      <td>127339.171201</td>\n",
       "      <td>2.474</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>0.7609</td>\n",
       "      <td>-1.4017</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.474)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-25 00:50:00</td>\n",
       "      <td>2022-03-25 01:30:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.526</td>\n",
       "      <td>122830.144362</td>\n",
       "      <td>2.505</td>\n",
       "      <td>2.65</td>\n",
       "      <td>4.0380</td>\n",
       "      <td>-0.0792</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.505)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-26 03:00:00</td>\n",
       "      <td>2022-03-26 03:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.496</td>\n",
       "      <td>126533.599598</td>\n",
       "      <td>2.524</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>-1.2420</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.524)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-26 07:00:00</td>\n",
       "      <td>2022-03-26 09:20:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.485</td>\n",
       "      <td>126147.142366</td>\n",
       "      <td>2.524</td>\n",
       "      <td>0.12</td>\n",
       "      <td>1.0060</td>\n",
       "      <td>-1.1670</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.524)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-03-26 22:20:00</td>\n",
       "      <td>2022-03-26 23:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.472</td>\n",
       "      <td>126891.271083</td>\n",
       "      <td>2.486</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>0.1214</td>\n",
       "      <td>-0.7282</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 2.486)</td>\n",
       "      <td>l3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-27 10:00:00</td>\n",
       "      <td>2022-03-27 12:30:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.531</td>\n",
       "      <td>122379.751321</td>\n",
       "      <td>2.515</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>0.2766</td>\n",
       "      <td>-0.7902</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.515)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-27 15:10:00</td>\n",
       "      <td>2022-03-27 16:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.555</td>\n",
       "      <td>120913.641422</td>\n",
       "      <td>2.545</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>0.5088</td>\n",
       "      <td>-0.5871</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.545)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-28 10:55:00</td>\n",
       "      <td>2022-03-29 05:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>2.658</td>\n",
       "      <td>115795.305522</td>\n",
       "      <td>2.645</td>\n",
       "      <td>11.44</td>\n",
       "      <td>19.5260</td>\n",
       "      <td>-0.1881</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 2.645)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>EOS/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-29 23:05:00</td>\n",
       "      <td>2022-03-29 23:35:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>2.898</td>\n",
       "      <td>110169.653121</td>\n",
       "      <td>2.911</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>0.3796</td>\n",
       "      <td>-0.6556</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 2.911)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-01 07:35:00</td>\n",
       "      <td>2022-02-01 09:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>284.240</td>\n",
       "      <td>1161.093179</td>\n",
       "      <td>283.220</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>0.6720</td>\n",
       "      <td>-0.5875</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 283.22)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-02 15:35:00</td>\n",
       "      <td>2022-02-02 15:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>289.240</td>\n",
       "      <td>1115.422813</td>\n",
       "      <td>287.930</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>0.0104</td>\n",
       "      <td>-0.6500</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 287.93)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-03 11:30:00</td>\n",
       "      <td>2022-02-03 12:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>276.370</td>\n",
       "      <td>1175.844941</td>\n",
       "      <td>277.310</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>0.1701</td>\n",
       "      <td>-1.3207</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 277.31)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-03 12:25:00</td>\n",
       "      <td>2022-02-04 04:00:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>276.730</td>\n",
       "      <td>1169.324448</td>\n",
       "      <td>280.020</td>\n",
       "      <td>1.50</td>\n",
       "      <td>2.1357</td>\n",
       "      <td>-1.1238</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 280.02)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-04 08:00:00</td>\n",
       "      <td>2022-02-04 09:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>280.980</td>\n",
       "      <td>1154.371988</td>\n",
       "      <td>278.110</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>0.0427</td>\n",
       "      <td>-1.1246</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 278.11)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-04 10:15:00</td>\n",
       "      <td>2022-02-04 11:30:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>277.650</td>\n",
       "      <td>1157.753029</td>\n",
       "      <td>277.150</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>0.2701</td>\n",
       "      <td>-0.3025</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 277.15)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-04 14:10:00</td>\n",
       "      <td>2022-02-05 04:15:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>282.320</td>\n",
       "      <td>1137.258526</td>\n",
       "      <td>280.260</td>\n",
       "      <td>5.72</td>\n",
       "      <td>6.2234</td>\n",
       "      <td>-0.2232</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 280.26)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: ['3buy']，BC：（BI: True, PZ:...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-05 08:05:00</td>\n",
       "      <td>2022-02-05 10:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>302.610</td>\n",
       "      <td>1077.996706</td>\n",
       "      <td>306.910</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>0.0364</td>\n",
       "      <td>-1.4441</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 306.91)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-05 10:25:00</td>\n",
       "      <td>2022-02-05 12:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>304.770</td>\n",
       "      <td>1067.718695</td>\n",
       "      <td>302.500</td>\n",
       "      <td>0.84</td>\n",
       "      <td>1.4503</td>\n",
       "      <td>-0.1411</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 302.5)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-05 12:40:00</td>\n",
       "      <td>2022-02-05 13:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>307.340</td>\n",
       "      <td>1062.578308</td>\n",
       "      <td>309.190</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>0.4750</td>\n",
       "      <td>-0.8460</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 309.19)</td>\n",
       "      <td>1sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-05 14:45:00</td>\n",
       "      <td>2022-02-05 16:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>311.240</td>\n",
       "      <td>1060.623139</td>\n",
       "      <td>313.950</td>\n",
       "      <td>0.42</td>\n",
       "      <td>0.8739</td>\n",
       "      <td>-0.3245</td>\n",
       "      <td>当前级别 (MMD: ['2sell', '1sell'] Loss: 313.95)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-05 14:45:00</td>\n",
       "      <td>2022-02-05 16:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>311.240</td>\n",
       "      <td>1050.739880</td>\n",
       "      <td>313.950</td>\n",
       "      <td>0.42</td>\n",
       "      <td>0.8739</td>\n",
       "      <td>-0.3245</td>\n",
       "      <td>当前级别 (MMD: ['2sell', '1sell'] Loss: 313.95)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-05 16:10:00</td>\n",
       "      <td>2022-02-05 20:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>309.930</td>\n",
       "      <td>1058.341798</td>\n",
       "      <td>308.520</td>\n",
       "      <td>1.64</td>\n",
       "      <td>2.1844</td>\n",
       "      <td>-0.2355</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 308.52)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-05 21:05:00</td>\n",
       "      <td>2022-02-05 21:45:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>316.390</td>\n",
       "      <td>1044.523354</td>\n",
       "      <td>314.280</td>\n",
       "      <td>0.60</td>\n",
       "      <td>1.3654</td>\n",
       "      <td>-0.0632</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 314.28)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-06 02:15:00</td>\n",
       "      <td>2022-02-06 11:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>324.790</td>\n",
       "      <td>1019.943326</td>\n",
       "      <td>328.910</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>2.1091</td>\n",
       "      <td>-0.8867</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 328.91)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-06 11:05:00</td>\n",
       "      <td>2022-02-06 12:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>327.200</td>\n",
       "      <td>1005.260108</td>\n",
       "      <td>325.220</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>0.1834</td>\n",
       "      <td>-0.4584</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 325.22)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-06 20:45:00</td>\n",
       "      <td>2022-02-06 21:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>320.560</td>\n",
       "      <td>1023.673740</td>\n",
       "      <td>321.650</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>0.5646</td>\n",
       "      <td>-0.6145</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 321.65)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-07 12:25:00</td>\n",
       "      <td>2022-02-07 14:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>329.630</td>\n",
       "      <td>993.385041</td>\n",
       "      <td>328.070</td>\n",
       "      <td>0.93</td>\n",
       "      <td>1.6655</td>\n",
       "      <td>-0.4642</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 328.07)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-07 17:50:00</td>\n",
       "      <td>2022-02-07 23:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>334.350</td>\n",
       "      <td>989.336771</td>\n",
       "      <td>332.420</td>\n",
       "      <td>0.35</td>\n",
       "      <td>1.9351</td>\n",
       "      <td>-0.1824</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 332.42)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-02-07 19:45:00</td>\n",
       "      <td>2022-02-07 23:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>335.340</td>\n",
       "      <td>1000.377003</td>\n",
       "      <td>333.740</td>\n",
       "      <td>0.05</td>\n",
       "      <td>1.6342</td>\n",
       "      <td>-0.1998</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 333.74)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-07 23:20:00</td>\n",
       "      <td>2022-02-08 00:35:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>335.510</td>\n",
       "      <td>988.430329</td>\n",
       "      <td>339.570</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>0.0984</td>\n",
       "      <td>-1.5886</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 339.57)</td>\n",
       "      <td>2sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-08 02:50:00</td>\n",
       "      <td>2022-02-08 03:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>333.790</td>\n",
       "      <td>993.468558</td>\n",
       "      <td>341.790</td>\n",
       "      <td>-1.42</td>\n",
       "      <td>0.1887</td>\n",
       "      <td>-1.5369</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 341.79)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-02-08 03:10:00</td>\n",
       "      <td>2022-02-08 08:15:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>338.540</td>\n",
       "      <td>972.043479</td>\n",
       "      <td>333.160</td>\n",
       "      <td>0.12</td>\n",
       "      <td>1.6896</td>\n",
       "      <td>-1.3411</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 333.16)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-02-08 13:45:00</td>\n",
       "      <td>2022-02-08 14:45:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>349.130</td>\n",
       "      <td>943.260769</td>\n",
       "      <td>346.800</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>1.8274</td>\n",
       "      <td>-0.5643</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 346.8)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: []，BC：（BI: False, PZ: Tru...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-02-08 17:45:00</td>\n",
       "      <td>2022-02-08 18:10:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>336.060</td>\n",
       "      <td>978.752526</td>\n",
       "      <td>330.780</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>-1.4551</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 330.78)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-08 18:10:00</td>\n",
       "      <td>2022-02-08 18:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>331.470</td>\n",
       "      <td>987.366835</td>\n",
       "      <td>336.550</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>0.4103</td>\n",
       "      <td>-0.5521</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 336.55)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-09 05:25:00</td>\n",
       "      <td>2022-02-09 10:05:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>334.480</td>\n",
       "      <td>977.441630</td>\n",
       "      <td>332.440</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>1.1869</td>\n",
       "      <td>-0.8311</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 332.44)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-09 22:35:00</td>\n",
       "      <td>2022-02-09 23:45:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>344.820</td>\n",
       "      <td>952.001511</td>\n",
       "      <td>341.200</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>0.5162</td>\n",
       "      <td>-0.4582</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 341.2)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-02-09 20:20:00</td>\n",
       "      <td>2022-02-09 23:45:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>338.510</td>\n",
       "      <td>965.207934</td>\n",
       "      <td>336.690</td>\n",
       "      <td>1.50</td>\n",
       "      <td>2.3899</td>\n",
       "      <td>-0.1595</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 336.69)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-10 01:10:00</td>\n",
       "      <td>2022-02-10 03:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>345.230</td>\n",
       "      <td>949.252378</td>\n",
       "      <td>347.050</td>\n",
       "      <td>0.12</td>\n",
       "      <td>1.0949</td>\n",
       "      <td>-0.1622</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 347.05)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-02-10 03:30:00</td>\n",
       "      <td>2022-02-10 03:55:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>344.800</td>\n",
       "      <td>950.450710</td>\n",
       "      <td>341.450</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>0.2233</td>\n",
       "      <td>-0.2349</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 341.45)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-10 03:55:00</td>\n",
       "      <td>2022-02-10 04:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>344.080</td>\n",
       "      <td>951.406469</td>\n",
       "      <td>345.570</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>0.1773</td>\n",
       "      <td>-0.4795</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 345.57)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-02-10 04:30:00</td>\n",
       "      <td>2022-02-10 07:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>345.460</td>\n",
       "      <td>945.975722</td>\n",
       "      <td>343.470</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.6108</td>\n",
       "      <td>-0.2866</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 343.47)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-10 07:25:00</td>\n",
       "      <td>2022-02-10 11:20:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>346.370</td>\n",
       "      <td>943.936448</td>\n",
       "      <td>347.570</td>\n",
       "      <td>2.12</td>\n",
       "      <td>2.9477</td>\n",
       "      <td>-0.2598</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 347.57)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-10 21:00:00</td>\n",
       "      <td>2022-02-10 21:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>359.130</td>\n",
       "      <td>916.416580</td>\n",
       "      <td>356.610</td>\n",
       "      <td>-2.19</td>\n",
       "      <td>0.6237</td>\n",
       "      <td>-2.7232</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 356.61)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-11 05:50:00</td>\n",
       "      <td>2022-02-11 15:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>345.370</td>\n",
       "      <td>948.637263</td>\n",
       "      <td>348.000</td>\n",
       "      <td>1.58</td>\n",
       "      <td>4.2302</td>\n",
       "      <td>-0.5704</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 348.0)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-11 15:50:00</td>\n",
       "      <td>2022-02-11 16:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>339.930</td>\n",
       "      <td>978.642347</td>\n",
       "      <td>338.810</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>0.4883</td>\n",
       "      <td>-0.6237</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 338.81)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-11 17:35:00</td>\n",
       "      <td>2022-02-11 17:40:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>335.310</td>\n",
       "      <td>990.376269</td>\n",
       "      <td>336.960</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>0.0149</td>\n",
       "      <td>-0.6114</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 336.96)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-11 17:55:00</td>\n",
       "      <td>2022-02-11 20:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>335.470</td>\n",
       "      <td>987.893726</td>\n",
       "      <td>337.360</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>0.3905</td>\n",
       "      <td>-0.7065</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 337.36)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-12 03:50:00</td>\n",
       "      <td>2022-02-12 06:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>327.170</td>\n",
       "      <td>1011.613594</td>\n",
       "      <td>329.850</td>\n",
       "      <td>1.60</td>\n",
       "      <td>2.5889</td>\n",
       "      <td>-0.2231</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 329.85)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-12 06:55:00</td>\n",
       "      <td>2022-02-12 07:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>318.050</td>\n",
       "      <td>1050.743994</td>\n",
       "      <td>329.850</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>0.5219</td>\n",
       "      <td>-0.7860</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 329.85)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-12 15:35:00</td>\n",
       "      <td>2022-02-12 16:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>316.380</td>\n",
       "      <td>1052.669055</td>\n",
       "      <td>318.530</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>0.4583</td>\n",
       "      <td>-0.7396</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 318.53)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-13 04:25:00</td>\n",
       "      <td>2022-02-13 05:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>326.060</td>\n",
       "      <td>1027.920577</td>\n",
       "      <td>323.930</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>0.0429</td>\n",
       "      <td>-1.0213</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 323.93)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-13 08:35:00</td>\n",
       "      <td>2022-02-13 08:55:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>331.440</td>\n",
       "      <td>1012.618761</td>\n",
       "      <td>327.160</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.8599</td>\n",
       "      <td>-0.0272</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 327.16)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-14 01:35:00</td>\n",
       "      <td>2022-02-14 02:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>332.410</td>\n",
       "      <td>1003.037443</td>\n",
       "      <td>329.890</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>0.6588</td>\n",
       "      <td>-1.2936</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 329.89)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-14 11:35:00</td>\n",
       "      <td>2022-02-14 12:40:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>322.630</td>\n",
       "      <td>1028.713200</td>\n",
       "      <td>324.840</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.5827</td>\n",
       "      <td>-0.2170</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 324.84)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-14 22:05:00</td>\n",
       "      <td>2022-02-14 23:30:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>327.400</td>\n",
       "      <td>1010.494061</td>\n",
       "      <td>325.870</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.6323</td>\n",
       "      <td>-0.2260</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 325.87)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-15 09:00:00</td>\n",
       "      <td>2022-02-15 12:10:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>329.720</td>\n",
       "      <td>999.941937</td>\n",
       "      <td>328.700</td>\n",
       "      <td>1.76</td>\n",
       "      <td>2.9298</td>\n",
       "      <td>-0.1395</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 328.7)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-15 19:45:00</td>\n",
       "      <td>2022-02-15 20:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>338.920</td>\n",
       "      <td>978.066601</td>\n",
       "      <td>338.140</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>0.0826</td>\n",
       "      <td>-0.2715</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 338.14)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-15 20:55:00</td>\n",
       "      <td>2022-02-15 23:10:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>338.320</td>\n",
       "      <td>981.157826</td>\n",
       "      <td>336.140</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>0.3902</td>\n",
       "      <td>-0.7862</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 336.14)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-16 22:55:00</td>\n",
       "      <td>2022-02-16 23:40:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>330.430</td>\n",
       "      <td>984.095807</td>\n",
       "      <td>334.240</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>0.4661</td>\n",
       "      <td>-0.5962</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 334.24)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-17 15:45:00</td>\n",
       "      <td>2022-02-17 16:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>331.410</td>\n",
       "      <td>986.014020</td>\n",
       "      <td>330.000</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.3621</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 330.0)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-17 18:40:00</td>\n",
       "      <td>2022-02-17 20:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>326.870</td>\n",
       "      <td>996.608154</td>\n",
       "      <td>328.140</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>0.5354</td>\n",
       "      <td>-0.9117</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 328.14)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-18 01:10:00</td>\n",
       "      <td>2022-02-18 05:55:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>321.540</td>\n",
       "      <td>1008.688694</td>\n",
       "      <td>324.650</td>\n",
       "      <td>2.02</td>\n",
       "      <td>3.8596</td>\n",
       "      <td>-0.3639</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 324.65)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: False, PZ: Tru...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-02-18 04:10:00</td>\n",
       "      <td>2022-02-18 05:55:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>313.310</td>\n",
       "      <td>1044.921790</td>\n",
       "      <td>316.690</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>1.3341</td>\n",
       "      <td>-0.6926</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 316.69)</td>\n",
       "      <td>l3sell 当前级别出现买点（MMDS: []，BC：（BI: False, PZ: Tr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-02-18 07:15:00</td>\n",
       "      <td>2022-02-18 08:40:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>313.730</td>\n",
       "      <td>1040.094543</td>\n",
       "      <td>316.700</td>\n",
       "      <td>0.13</td>\n",
       "      <td>1.2941</td>\n",
       "      <td>-0.3347</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 316.7)</td>\n",
       "      <td>l3sell 当前级别出现买点（MMDS: ['2buy']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2buy</td>\n",
       "      <td>2022-02-18 08:40:00</td>\n",
       "      <td>2022-02-18 10:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>313.320</td>\n",
       "      <td>1041.511066</td>\n",
       "      <td>309.670</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.8522</td>\n",
       "      <td>-0.6543</td>\n",
       "      <td>当前级别 (MMD: ['2buy'] Loss: 309.67)</td>\n",
       "      <td>2buy 当前级别出现卖点（MMDS: ['l3sell']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-02-18 10:40:00</td>\n",
       "      <td>2022-02-18 13:20:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>313.310</td>\n",
       "      <td>1040.909186</td>\n",
       "      <td>315.990</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.3958</td>\n",
       "      <td>-0.3479</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 315.99)</td>\n",
       "      <td>l3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fal...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-19 03:15:00</td>\n",
       "      <td>2022-02-19 03:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>310.820</td>\n",
       "      <td>1062.771423</td>\n",
       "      <td>312.060</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>0.1287</td>\n",
       "      <td>-0.5212</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 312.06)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-19 03:45:00</td>\n",
       "      <td>2022-02-19 12:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>311.360</td>\n",
       "      <td>1060.398709</td>\n",
       "      <td>312.890</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>0.8575</td>\n",
       "      <td>-0.7515</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 312.89)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-20 18:50:00</td>\n",
       "      <td>2022-02-20 20:20:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>300.260</td>\n",
       "      <td>1088.994738</td>\n",
       "      <td>302.140</td>\n",
       "      <td>-1.01</td>\n",
       "      <td>0.4563</td>\n",
       "      <td>-1.0757</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 302.14)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-22 13:00:00</td>\n",
       "      <td>2022-02-22 13:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>279.390</td>\n",
       "      <td>1165.990665</td>\n",
       "      <td>281.790</td>\n",
       "      <td>-1.69</td>\n",
       "      <td>0.3508</td>\n",
       "      <td>-1.7860</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 281.79)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-23 10:05:00</td>\n",
       "      <td>2022-02-23 10:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>291.680</td>\n",
       "      <td>1095.587381</td>\n",
       "      <td>290.310</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>0.8640</td>\n",
       "      <td>-0.8400</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 290.31)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-23 14:00:00</td>\n",
       "      <td>2022-02-23 19:10:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>295.360</td>\n",
       "      <td>1079.184249</td>\n",
       "      <td>294.360</td>\n",
       "      <td>1.98</td>\n",
       "      <td>2.5494</td>\n",
       "      <td>-0.0880</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 294.36)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-23 19:10:00</td>\n",
       "      <td>2022-02-23 20:35:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>301.200</td>\n",
       "      <td>1070.494500</td>\n",
       "      <td>302.890</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>0.2224</td>\n",
       "      <td>-0.9296</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 302.89)</td>\n",
       "      <td>1sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-23 21:30:00</td>\n",
       "      <td>2022-02-24 06:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>302.980</td>\n",
       "      <td>1070.468246</td>\n",
       "      <td>304.830</td>\n",
       "      <td>3.98</td>\n",
       "      <td>4.6934</td>\n",
       "      <td>-0.0330</td>\n",
       "      <td>当前级别 (MMD: ['2sell', '1sell'] Loss: 304.83)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-23 21:30:00</td>\n",
       "      <td>2022-02-24 06:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>302.980</td>\n",
       "      <td>1060.493247</td>\n",
       "      <td>304.830</td>\n",
       "      <td>3.98</td>\n",
       "      <td>4.6934</td>\n",
       "      <td>-0.0330</td>\n",
       "      <td>当前级别 (MMD: ['2sell', '1sell'] Loss: 304.83)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1buy</td>\n",
       "      <td>2022-02-24 07:45:00</td>\n",
       "      <td>2022-02-24 08:45:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>289.270</td>\n",
       "      <td>1147.161916</td>\n",
       "      <td>286.580</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>0.1763</td>\n",
       "      <td>-1.1754</td>\n",
       "      <td>当前级别 (MMD: ['1buy'] Loss: 286.58)</td>\n",
       "      <td>1buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1buy</td>\n",
       "      <td>2022-02-24 09:50:00</td>\n",
       "      <td>2022-02-24 11:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>286.030</td>\n",
       "      <td>1158.982498</td>\n",
       "      <td>284.490</td>\n",
       "      <td>-1.93</td>\n",
       "      <td>0.7447</td>\n",
       "      <td>-2.3774</td>\n",
       "      <td>当前级别 (MMD: ['1buy'] Loss: 284.49)</td>\n",
       "      <td>1buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-24 11:00:00</td>\n",
       "      <td>2022-02-24 15:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>280.500</td>\n",
       "      <td>1155.841966</td>\n",
       "      <td>288.160</td>\n",
       "      <td>4.92</td>\n",
       "      <td>7.5900</td>\n",
       "      <td>-0.0820</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 288.16)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-02-24 16:45:00</td>\n",
       "      <td>2022-02-24 23:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>266.160</td>\n",
       "      <td>1265.723670</td>\n",
       "      <td>270.290</td>\n",
       "      <td>-1.87</td>\n",
       "      <td>2.0664</td>\n",
       "      <td>-2.1904</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 270.29)</td>\n",
       "      <td>l3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-25 01:40:00</td>\n",
       "      <td>2022-02-25 09:45:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>273.550</td>\n",
       "      <td>1223.433621</td>\n",
       "      <td>271.280</td>\n",
       "      <td>10.43</td>\n",
       "      <td>13.1420</td>\n",
       "      <td>-0.2925</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 271.28)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-25 19:05:00</td>\n",
       "      <td>2022-02-25 19:40:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>292.480</td>\n",
       "      <td>1183.169334</td>\n",
       "      <td>295.250</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>0.3009</td>\n",
       "      <td>-1.2206</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 295.25)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-26 01:00:00</td>\n",
       "      <td>2022-02-26 01:15:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>300.950</td>\n",
       "      <td>1145.104740</td>\n",
       "      <td>299.000</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>0.1263</td>\n",
       "      <td>-0.8805</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 299.0)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-26 06:15:00</td>\n",
       "      <td>2022-02-26 07:50:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>305.040</td>\n",
       "      <td>1126.295219</td>\n",
       "      <td>303.400</td>\n",
       "      <td>0.84</td>\n",
       "      <td>2.2456</td>\n",
       "      <td>-0.1869</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 303.4)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-26 08:40:00</td>\n",
       "      <td>2022-02-26 23:55:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>317.140</td>\n",
       "      <td>1085.892556</td>\n",
       "      <td>303.400</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>1.8257</td>\n",
       "      <td>-1.6428</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 303.4)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-27 11:40:00</td>\n",
       "      <td>2022-02-27 13:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>309.490</td>\n",
       "      <td>1104.391867</td>\n",
       "      <td>310.910</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.6947</td>\n",
       "      <td>-0.1292</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 310.91)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-27 16:05:00</td>\n",
       "      <td>2022-02-27 16:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>314.870</td>\n",
       "      <td>1085.613071</td>\n",
       "      <td>313.380</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>0.0318</td>\n",
       "      <td>-0.6034</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 313.38)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-27 16:35:00</td>\n",
       "      <td>2022-02-27 16:45:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>315.820</td>\n",
       "      <td>1080.173031</td>\n",
       "      <td>313.380</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>0.0190</td>\n",
       "      <td>-0.9119</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 313.38)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-27 18:45:00</td>\n",
       "      <td>2022-02-27 20:15:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>317.000</td>\n",
       "      <td>1072.579413</td>\n",
       "      <td>313.820</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.9054</td>\n",
       "      <td>-0.1861</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 313.82)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-02-27 21:30:00</td>\n",
       "      <td>2022-02-28 02:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>318.160</td>\n",
       "      <td>1069.057268</td>\n",
       "      <td>321.290</td>\n",
       "      <td>1.03</td>\n",
       "      <td>2.8099</td>\n",
       "      <td>-0.2389</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 321.29)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-02-28 00:15:00</td>\n",
       "      <td>2022-02-28 02:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>315.690</td>\n",
       "      <td>1092.670716</td>\n",
       "      <td>318.190</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.9028</td>\n",
       "      <td>-0.3674</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 318.19)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-02-28 03:00:00</td>\n",
       "      <td>2022-02-28 05:35:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>312.850</td>\n",
       "      <td>1095.400644</td>\n",
       "      <td>316.850</td>\n",
       "      <td>3.32</td>\n",
       "      <td>4.4175</td>\n",
       "      <td>-0.3260</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 316.85)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3sell</td>\n",
       "      <td>2022-02-28 06:55:00</td>\n",
       "      <td>2022-02-28 09:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>303.770</td>\n",
       "      <td>1123.251210</td>\n",
       "      <td>305.720</td>\n",
       "      <td>0.25</td>\n",
       "      <td>1.1917</td>\n",
       "      <td>-0.4016</td>\n",
       "      <td>当前级别 (MMD: ['l3sell'] Loss: 305.72)</td>\n",
       "      <td>l3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fal...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-02-28 17:00:00</td>\n",
       "      <td>2022-02-28 21:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>309.800</td>\n",
       "      <td>1098.321479</td>\n",
       "      <td>308.420</td>\n",
       "      <td>0.61</td>\n",
       "      <td>1.8205</td>\n",
       "      <td>-0.4745</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 308.42)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: False, PZ: True...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-01 02:00:00</td>\n",
       "      <td>2022-03-01 04:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>326.840</td>\n",
       "      <td>1042.731125</td>\n",
       "      <td>323.500</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>0.4406</td>\n",
       "      <td>-0.5507</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 323.5)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-01 07:15:00</td>\n",
       "      <td>2022-03-01 11:15:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>333.850</td>\n",
       "      <td>1021.586985</td>\n",
       "      <td>330.450</td>\n",
       "      <td>-1.07</td>\n",
       "      <td>2.9594</td>\n",
       "      <td>-1.1113</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 330.45)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-01 15:40:00</td>\n",
       "      <td>2022-03-01 20:20:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>327.300</td>\n",
       "      <td>1050.217081</td>\n",
       "      <td>329.470</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>2.1937</td>\n",
       "      <td>-0.9594</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 329.47)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1buy</td>\n",
       "      <td>2022-03-03 10:30:00</td>\n",
       "      <td>2022-03-03 10:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>316.690</td>\n",
       "      <td>1082.366339</td>\n",
       "      <td>315.490</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>0.0347</td>\n",
       "      <td>-0.8336</td>\n",
       "      <td>当前级别 (MMD: ['1buy'] Loss: 315.49)</td>\n",
       "      <td>1buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1buy</td>\n",
       "      <td>2022-03-03 11:00:00</td>\n",
       "      <td>2022-03-03 11:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>316.410</td>\n",
       "      <td>1080.887003</td>\n",
       "      <td>314.050</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>0.0569</td>\n",
       "      <td>-1.5170</td>\n",
       "      <td>当前级别 (MMD: ['1buy'] Loss: 314.05)</td>\n",
       "      <td>1buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2buy</td>\n",
       "      <td>2022-03-03 13:05:00</td>\n",
       "      <td>2022-03-03 14:15:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>316.970</td>\n",
       "      <td>1079.588650</td>\n",
       "      <td>315.050</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>0.1798</td>\n",
       "      <td>-0.9780</td>\n",
       "      <td>当前级别 (MMD: ['2buy'] Loss: 315.05)</td>\n",
       "      <td>2buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1buy</td>\n",
       "      <td>2022-03-03 11:55:00</td>\n",
       "      <td>2022-03-03 14:15:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>316.730</td>\n",
       "      <td>1075.349333</td>\n",
       "      <td>311.610</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>0.9567</td>\n",
       "      <td>-0.9030</td>\n",
       "      <td>当前级别 (MMD: ['1buy'] Loss: 311.61)</td>\n",
       "      <td>1buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-03 14:15:00</td>\n",
       "      <td>2022-03-03 14:45:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>314.390</td>\n",
       "      <td>1076.931555</td>\n",
       "      <td>317.540</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>0.0413</td>\n",
       "      <td>-1.1164</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 317.54)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-04 02:35:00</td>\n",
       "      <td>2022-03-04 03:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>308.340</td>\n",
       "      <td>1091.169317</td>\n",
       "      <td>310.120</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>0.1103</td>\n",
       "      <td>-0.6940</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 310.12)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-04 07:20:00</td>\n",
       "      <td>2022-03-04 08:10:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>315.550</td>\n",
       "      <td>1060.556865</td>\n",
       "      <td>314.270</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>0.1109</td>\n",
       "      <td>-0.8208</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 314.27)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-05 01:30:00</td>\n",
       "      <td>2022-03-05 09:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>301.230</td>\n",
       "      <td>1104.013541</td>\n",
       "      <td>302.070</td>\n",
       "      <td>4.64</td>\n",
       "      <td>6.0386</td>\n",
       "      <td>-0.1560</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 302.07)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-05 15:15:00</td>\n",
       "      <td>2022-03-05 19:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>289.730</td>\n",
       "      <td>1179.040030</td>\n",
       "      <td>288.380</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.7938</td>\n",
       "      <td>-0.6420</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 288.38)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-03-05 19:35:00</td>\n",
       "      <td>2022-03-05 20:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>289.800</td>\n",
       "      <td>1178.382376</td>\n",
       "      <td>291.520</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>0.0690</td>\n",
       "      <td>-0.6315</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 291.52)</td>\n",
       "      <td>2sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-05 21:00:00</td>\n",
       "      <td>2022-03-05 23:55:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>290.120</td>\n",
       "      <td>1179.819001</td>\n",
       "      <td>292.260</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>0.8652</td>\n",
       "      <td>-0.5274</td>\n",
       "      <td>当前级别 (MMD: ['2sell', '1sell'] Loss: 292.26)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-03-05 21:00:00</td>\n",
       "      <td>2022-03-05 23:55:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>290.120</td>\n",
       "      <td>1174.296285</td>\n",
       "      <td>292.260</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>0.8652</td>\n",
       "      <td>-0.5274</td>\n",
       "      <td>当前级别 (MMD: ['2sell', '1sell'] Loss: 292.26)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-05 23:55:00</td>\n",
       "      <td>2022-03-06 12:15:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>291.640</td>\n",
       "      <td>1163.197254</td>\n",
       "      <td>289.950</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>1.5224</td>\n",
       "      <td>-0.8332</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 289.95)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-06 22:05:00</td>\n",
       "      <td>2022-03-07 00:20:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>289.000</td>\n",
       "      <td>1170.532972</td>\n",
       "      <td>290.650</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>0.9689</td>\n",
       "      <td>-0.6713</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 290.65)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-07 10:00:00</td>\n",
       "      <td>2022-03-07 11:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>280.670</td>\n",
       "      <td>1202.454860</td>\n",
       "      <td>282.270</td>\n",
       "      <td>1.17</td>\n",
       "      <td>1.8491</td>\n",
       "      <td>-0.3313</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 282.27)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-07 23:35:00</td>\n",
       "      <td>2022-03-08 00:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>287.790</td>\n",
       "      <td>1176.766658</td>\n",
       "      <td>285.850</td>\n",
       "      <td>0.38</td>\n",
       "      <td>1.1084</td>\n",
       "      <td>-0.0730</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 285.85)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-08 04:55:00</td>\n",
       "      <td>2022-03-08 06:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>271.550</td>\n",
       "      <td>1248.206943</td>\n",
       "      <td>274.660</td>\n",
       "      <td>-1.20</td>\n",
       "      <td>0.4530</td>\n",
       "      <td>-1.3036</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 274.66)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-08 10:20:00</td>\n",
       "      <td>2022-03-08 11:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>277.960</td>\n",
       "      <td>1214.090598</td>\n",
       "      <td>276.580</td>\n",
       "      <td>0.67</td>\n",
       "      <td>1.2232</td>\n",
       "      <td>-0.3778</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 276.58)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-08 19:50:00</td>\n",
       "      <td>2022-03-08 20:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>285.750</td>\n",
       "      <td>1183.117210</td>\n",
       "      <td>283.680</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>0.5914</td>\n",
       "      <td>-0.2380</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 283.68)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-09 11:10:00</td>\n",
       "      <td>2022-03-09 17:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>290.120</td>\n",
       "      <td>1164.148854</td>\n",
       "      <td>289.110</td>\n",
       "      <td>3.87</td>\n",
       "      <td>4.9118</td>\n",
       "      <td>-0.0345</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 289.11)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-09 16:45:00</td>\n",
       "      <td>2022-03-09 17:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>301.560</td>\n",
       "      <td>1125.252919</td>\n",
       "      <td>299.610</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>0.9318</td>\n",
       "      <td>-0.1758</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 299.61)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-10 01:35:00</td>\n",
       "      <td>2022-03-10 02:05:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>310.520</td>\n",
       "      <td>1105.614764</td>\n",
       "      <td>307.640</td>\n",
       "      <td>0.65</td>\n",
       "      <td>2.3670</td>\n",
       "      <td>-0.1707</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 307.64)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-09 20:30:00</td>\n",
       "      <td>2022-03-10 02:05:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>306.800</td>\n",
       "      <td>1113.782404</td>\n",
       "      <td>299.610</td>\n",
       "      <td>1.87</td>\n",
       "      <td>3.6082</td>\n",
       "      <td>-1.2777</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 299.61)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-10 02:55:00</td>\n",
       "      <td>2022-03-10 03:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>313.100</td>\n",
       "      <td>1099.591803</td>\n",
       "      <td>310.500</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>0.0639</td>\n",
       "      <td>-0.9901</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 310.5)</td>\n",
       "      <td>l3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-10 03:30:00</td>\n",
       "      <td>2022-03-10 04:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>312.050</td>\n",
       "      <td>1099.740305</td>\n",
       "      <td>310.000</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>0.4134</td>\n",
       "      <td>-0.9197</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 310.0)</td>\n",
       "      <td>l3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-10 06:50:00</td>\n",
       "      <td>2022-03-10 08:20:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>307.160</td>\n",
       "      <td>1113.841962</td>\n",
       "      <td>309.960</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>0.3028</td>\n",
       "      <td>-0.7130</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 309.96)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-10 11:40:00</td>\n",
       "      <td>2022-03-11 19:35:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>300.630</td>\n",
       "      <td>1136.043645</td>\n",
       "      <td>302.120</td>\n",
       "      <td>3.70</td>\n",
       "      <td>6.5928</td>\n",
       "      <td>-0.3559</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 302.12)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-11 22:10:00</td>\n",
       "      <td>2022-03-11 22:55:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>291.120</td>\n",
       "      <td>1187.005811</td>\n",
       "      <td>289.810</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>0.4431</td>\n",
       "      <td>-0.6320</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 289.81)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-12 11:30:00</td>\n",
       "      <td>2022-03-12 16:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>292.920</td>\n",
       "      <td>1177.373418</td>\n",
       "      <td>289.600</td>\n",
       "      <td>-1.21</td>\n",
       "      <td>0.1127</td>\n",
       "      <td>-1.2905</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 289.6)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-13 01:50:00</td>\n",
       "      <td>2022-03-13 03:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>290.690</td>\n",
       "      <td>1186.748815</td>\n",
       "      <td>292.620</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>0.3234</td>\n",
       "      <td>-0.4094</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 292.62)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-13 10:25:00</td>\n",
       "      <td>2022-03-13 17:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>293.920</td>\n",
       "      <td>1167.669258</td>\n",
       "      <td>292.370</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>0.6873</td>\n",
       "      <td>-0.6532</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 292.37)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-14 09:25:00</td>\n",
       "      <td>2022-03-14 12:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>279.980</td>\n",
       "      <td>1220.309524</td>\n",
       "      <td>282.250</td>\n",
       "      <td>-1.67</td>\n",
       "      <td>0.5822</td>\n",
       "      <td>-1.8930</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 282.25)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-14 13:15:00</td>\n",
       "      <td>2022-03-14 13:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>285.010</td>\n",
       "      <td>1180.081253</td>\n",
       "      <td>283.930</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>0.0596</td>\n",
       "      <td>-0.4842</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 283.93)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-03-14 22:30:00</td>\n",
       "      <td>2022-03-14 23:00:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>285.700</td>\n",
       "      <td>1188.398041</td>\n",
       "      <td>287.290</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>0.0630</td>\n",
       "      <td>-0.6090</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 287.29)</td>\n",
       "      <td>2sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-14 18:10:00</td>\n",
       "      <td>2022-03-15 06:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>286.560</td>\n",
       "      <td>1168.296345</td>\n",
       "      <td>288.160</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>2.3939</td>\n",
       "      <td>-0.9911</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 288.16)</td>\n",
       "      <td>1sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-03-14 23:30:00</td>\n",
       "      <td>2022-03-15 06:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>286.600</td>\n",
       "      <td>1176.234885</td>\n",
       "      <td>288.070</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>2.4075</td>\n",
       "      <td>-0.9770</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 288.07)</td>\n",
       "      <td>2sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-16 10:10:00</td>\n",
       "      <td>2022-03-16 11:55:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>298.930</td>\n",
       "      <td>1105.189685</td>\n",
       "      <td>291.160</td>\n",
       "      <td>-2.75</td>\n",
       "      <td>1.1575</td>\n",
       "      <td>-3.0074</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 291.16)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-16 15:10:00</td>\n",
       "      <td>2022-03-16 16:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>288.960</td>\n",
       "      <td>1132.513256</td>\n",
       "      <td>290.610</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>0.6195</td>\n",
       "      <td>-0.7094</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 290.61)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-16 19:35:00</td>\n",
       "      <td>2022-03-16 21:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>292.190</td>\n",
       "      <td>1117.866419</td>\n",
       "      <td>290.530</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>0.1164</td>\n",
       "      <td>-0.6092</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 290.53)</td>\n",
       "      <td>l3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-16 21:25:00</td>\n",
       "      <td>2022-03-17 01:55:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>290.510</td>\n",
       "      <td>1121.639495</td>\n",
       "      <td>289.470</td>\n",
       "      <td>0.67</td>\n",
       "      <td>1.3321</td>\n",
       "      <td>-0.2891</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 289.47)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-17 09:00:00</td>\n",
       "      <td>2022-03-17 09:10:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>299.380</td>\n",
       "      <td>1085.283692</td>\n",
       "      <td>298.590</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>0.0167</td>\n",
       "      <td>-0.4910</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 298.59)</td>\n",
       "      <td>l3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-17 09:35:00</td>\n",
       "      <td>2022-03-17 12:10:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>298.610</td>\n",
       "      <td>1086.308852</td>\n",
       "      <td>297.280</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>0.6396</td>\n",
       "      <td>-0.5660</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 297.28)</td>\n",
       "      <td>l3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-17 17:10:00</td>\n",
       "      <td>2022-03-17 17:35:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>295.840</td>\n",
       "      <td>1091.830674</td>\n",
       "      <td>296.390</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>0.0507</td>\n",
       "      <td>-0.2704</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 296.39)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-17 18:10:00</td>\n",
       "      <td>2022-03-17 19:45:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>295.230</td>\n",
       "      <td>1092.688632</td>\n",
       "      <td>296.710</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>0.0271</td>\n",
       "      <td>-0.9044</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 296.71)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-19 03:10:00</td>\n",
       "      <td>2022-03-20 01:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>302.570</td>\n",
       "      <td>1063.851114</td>\n",
       "      <td>301.610</td>\n",
       "      <td>5.07</td>\n",
       "      <td>5.7375</td>\n",
       "      <td>-0.1818</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 301.61)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-21 07:05:00</td>\n",
       "      <td>2022-03-21 10:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>327.160</td>\n",
       "      <td>988.955810</td>\n",
       "      <td>324.050</td>\n",
       "      <td>-2.19</td>\n",
       "      <td>2.0602</td>\n",
       "      <td>-2.2527</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 324.05)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-22 03:45:00</td>\n",
       "      <td>2022-03-22 04:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>337.470</td>\n",
       "      <td>948.490992</td>\n",
       "      <td>335.890</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>0.0919</td>\n",
       "      <td>-0.5304</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 335.89)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-22 05:25:00</td>\n",
       "      <td>2022-03-22 06:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>336.540</td>\n",
       "      <td>949.183161</td>\n",
       "      <td>335.090</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>0.6210</td>\n",
       "      <td>-0.5824</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 335.09)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-22 12:25:00</td>\n",
       "      <td>2022-03-22 14:05:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>348.400</td>\n",
       "      <td>913.627804</td>\n",
       "      <td>346.810</td>\n",
       "      <td>0.84</td>\n",
       "      <td>2.0637</td>\n",
       "      <td>-0.0832</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 346.81)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-22 16:10:00</td>\n",
       "      <td>2022-03-22 20:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>358.070</td>\n",
       "      <td>897.752929</td>\n",
       "      <td>354.640</td>\n",
       "      <td>3.45</td>\n",
       "      <td>4.7281</td>\n",
       "      <td>-0.0419</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 354.64)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-22 21:20:00</td>\n",
       "      <td>2022-03-22 21:55:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>373.750</td>\n",
       "      <td>860.871024</td>\n",
       "      <td>370.060</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>1.0140</td>\n",
       "      <td>-0.8589</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 370.06)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>1sell</td>\n",
       "      <td>2022-03-22 21:55:00</td>\n",
       "      <td>2022-03-22 22:35:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>371.970</td>\n",
       "      <td>863.289404</td>\n",
       "      <td>377.540</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>0.3549</td>\n",
       "      <td>-0.7662</td>\n",
       "      <td>当前级别 (MMD: ['1sell'] Loss: 377.54)</td>\n",
       "      <td>1sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-22 22:35:00</td>\n",
       "      <td>2022-03-22 22:55:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>374.270</td>\n",
       "      <td>855.892717</td>\n",
       "      <td>370.540</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>0.2244</td>\n",
       "      <td>-1.1275</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 370.54)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-03-22 22:55:00</td>\n",
       "      <td>2022-03-23 00:30:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>371.310</td>\n",
       "      <td>860.875655</td>\n",
       "      <td>375.110</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>1.1608</td>\n",
       "      <td>-1.4785</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 375.11)</td>\n",
       "      <td>2sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-23 05:05:00</td>\n",
       "      <td>2022-03-23 07:55:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>381.820</td>\n",
       "      <td>827.469167</td>\n",
       "      <td>377.000</td>\n",
       "      <td>-1.63</td>\n",
       "      <td>0.0026</td>\n",
       "      <td>-1.6421</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 377.0)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-23 11:50:00</td>\n",
       "      <td>2022-03-23 13:45:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>356.260</td>\n",
       "      <td>881.720427</td>\n",
       "      <td>358.370</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>0.9544</td>\n",
       "      <td>-0.9684</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 358.37)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-23 14:55:00</td>\n",
       "      <td>2022-03-23 15:05:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>363.000</td>\n",
       "      <td>862.343621</td>\n",
       "      <td>367.720</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>0.1846</td>\n",
       "      <td>-1.3444</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 367.72)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-23 16:05:00</td>\n",
       "      <td>2022-03-23 20:35:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>361.010</td>\n",
       "      <td>863.015116</td>\n",
       "      <td>369.240</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>0.7119</td>\n",
       "      <td>-1.4847</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 369.24)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-24 07:30:00</td>\n",
       "      <td>2022-03-24 09:05:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>363.120</td>\n",
       "      <td>856.750248</td>\n",
       "      <td>360.980</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>2.1701</td>\n",
       "      <td>-0.9115</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 360.98)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-24 11:20:00</td>\n",
       "      <td>2022-03-24 12:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>357.510</td>\n",
       "      <td>867.533939</td>\n",
       "      <td>359.150</td>\n",
       "      <td>0.86</td>\n",
       "      <td>1.8741</td>\n",
       "      <td>-0.2126</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 359.15)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-24 21:25:00</td>\n",
       "      <td>2022-03-24 21:55:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>353.790</td>\n",
       "      <td>878.810575</td>\n",
       "      <td>355.310</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>0.6247</td>\n",
       "      <td>-0.6077</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 355.31)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-25 02:40:00</td>\n",
       "      <td>2022-03-25 07:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>360.430</td>\n",
       "      <td>868.019375</td>\n",
       "      <td>358.000</td>\n",
       "      <td>1.51</td>\n",
       "      <td>1.9338</td>\n",
       "      <td>-0.0749</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 358.0)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-03-25 08:25:00</td>\n",
       "      <td>2022-03-25 08:50:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>364.830</td>\n",
       "      <td>861.487615</td>\n",
       "      <td>368.440</td>\n",
       "      <td>-1.10</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>-1.1677</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 368.44)</td>\n",
       "      <td>2sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>2sell</td>\n",
       "      <td>2022-03-25 09:40:00</td>\n",
       "      <td>2022-03-25 16:25:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>366.430</td>\n",
       "      <td>854.265563</td>\n",
       "      <td>370.000</td>\n",
       "      <td>2.58</td>\n",
       "      <td>3.5341</td>\n",
       "      <td>-0.0300</td>\n",
       "      <td>当前级别 (MMD: ['2sell'] Loss: 370.0)</td>\n",
       "      <td>2sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-26 00:45:00</td>\n",
       "      <td>2022-03-26 01:55:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>356.560</td>\n",
       "      <td>885.056759</td>\n",
       "      <td>359.700</td>\n",
       "      <td>0.36</td>\n",
       "      <td>1.1667</td>\n",
       "      <td>-0.4515</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 359.7)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-26 05:50:00</td>\n",
       "      <td>2022-03-26 06:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>365.540</td>\n",
       "      <td>860.346730</td>\n",
       "      <td>362.500</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>0.2544</td>\n",
       "      <td>-1.2748</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 362.5)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-26 11:15:00</td>\n",
       "      <td>2022-03-26 13:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>361.940</td>\n",
       "      <td>866.100660</td>\n",
       "      <td>359.900</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>0.0995</td>\n",
       "      <td>-1.3842</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 359.9)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-26 21:25:00</td>\n",
       "      <td>2022-03-26 22:40:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>358.320</td>\n",
       "      <td>871.307527</td>\n",
       "      <td>360.020</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>0.4800</td>\n",
       "      <td>-0.8540</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 360.02)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-27 07:25:00</td>\n",
       "      <td>2022-03-27 08:05:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>361.500</td>\n",
       "      <td>858.782397</td>\n",
       "      <td>360.630</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>0.2379</td>\n",
       "      <td>-0.2988</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 360.63)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-27 08:40:00</td>\n",
       "      <td>2022-03-27 09:20:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>362.210</td>\n",
       "      <td>856.118415</td>\n",
       "      <td>360.630</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>0.4473</td>\n",
       "      <td>-0.2236</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 360.63)</td>\n",
       "      <td>3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-27 20:30:00</td>\n",
       "      <td>2022-03-27 21:15:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>357.770</td>\n",
       "      <td>861.931863</td>\n",
       "      <td>359.450</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.9419</td>\n",
       "      <td>-0.0643</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 359.45)</td>\n",
       "      <td>3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-28 09:20:00</td>\n",
       "      <td>2022-03-28 09:35:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>376.280</td>\n",
       "      <td>819.532338</td>\n",
       "      <td>374.810</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>0.1036</td>\n",
       "      <td>-0.4598</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 374.81)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-29 23:20:00</td>\n",
       "      <td>2022-03-29 23:40:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>379.510</td>\n",
       "      <td>845.229874</td>\n",
       "      <td>377.010</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>0.1317</td>\n",
       "      <td>-0.8748</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 377.01)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-30 00:30:00</td>\n",
       "      <td>2022-03-30 02:25:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>371.210</td>\n",
       "      <td>855.648402</td>\n",
       "      <td>366.600</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>0.6196</td>\n",
       "      <td>-1.2338</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 366.6)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-30 02:25:00</td>\n",
       "      <td>2022-03-30 03:10:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>370.970</td>\n",
       "      <td>855.680344</td>\n",
       "      <td>372.200</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>0.6523</td>\n",
       "      <td>-0.4933</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 372.2)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>l3buy</td>\n",
       "      <td>2022-03-30 18:10:00</td>\n",
       "      <td>2022-03-31 01:00:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>377.050</td>\n",
       "      <td>840.290042</td>\n",
       "      <td>374.520</td>\n",
       "      <td>1.74</td>\n",
       "      <td>2.5991</td>\n",
       "      <td>-0.7055</td>\n",
       "      <td>当前级别 (MMD: ['l3buy'] Loss: 374.52)</td>\n",
       "      <td>l3buy 当前级别出现卖点（MMDS: []，BC：（BI: False, PZ: Tru...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3buy</td>\n",
       "      <td>2022-03-31 11:20:00</td>\n",
       "      <td>2022-03-31 12:05:00</td>\n",
       "      <td>做多</td>\n",
       "      <td>382.770</td>\n",
       "      <td>832.161964</td>\n",
       "      <td>380.340</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>0.0575</td>\n",
       "      <td>-0.7315</td>\n",
       "      <td>当前级别 (MMD: ['3buy'] Loss: 380.34)</td>\n",
       "      <td>3buy 止损</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>BCH/USDT</td>\n",
       "      <td>3sell</td>\n",
       "      <td>2022-03-31 14:05:00</td>\n",
       "      <td>2022-03-31 14:55:00</td>\n",
       "      <td>做空</td>\n",
       "      <td>378.970</td>\n",
       "      <td>838.196304</td>\n",
       "      <td>380.390</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>0.1108</td>\n",
       "      <td>-0.4908</td>\n",
       "      <td>当前级别 (MMD: ['3sell'] Loss: 380.39)</td>\n",
       "      <td>3sell 止损</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         code     mmd        open_datetime       close_datetime type    price  \\\n",
       "0    EOS/USDT   1sell  2022-02-01 02:15:00  2022-02-01 03:10:00   做空    2.334   \n",
       "1    EOS/USDT    3buy  2022-02-01 03:10:00  2022-02-01 03:30:00   做多    2.346   \n",
       "2    EOS/USDT   1sell  2022-02-01 03:30:00  2022-02-01 11:10:00   做空    2.331   \n",
       "3    EOS/USDT   1sell  2022-02-01 12:30:00  2022-02-01 17:05:00   做空    2.353   \n",
       "4    EOS/USDT   1sell  2022-02-01 17:25:00  2022-02-02 08:50:00   做空    2.351   \n",
       "5    EOS/USDT   2sell  2022-02-01 17:25:00  2022-02-02 08:50:00   做空    2.351   \n",
       "6    EOS/USDT    3buy  2022-02-02 10:20:00  2022-02-02 11:50:00   做多    2.378   \n",
       "7    EOS/USDT    3buy  2022-02-02 20:10:00  2022-02-02 22:35:00   做多    2.424   \n",
       "8    EOS/USDT   3sell  2022-02-03 04:00:00  2022-02-03 06:30:00   做空    2.359   \n",
       "9    EOS/USDT   3sell  2022-02-03 10:00:00  2022-02-04 05:05:00   做空    2.261   \n",
       "10   EOS/USDT    3buy  2022-02-04 07:15:00  2022-02-04 08:45:00   做多    2.292   \n",
       "11   EOS/USDT    3buy  2022-02-04 17:00:00  2022-02-04 19:50:00   做多    2.386   \n",
       "12   EOS/USDT    3buy  2022-02-05 03:40:00  2022-02-05 06:25:00   做多    2.436   \n",
       "13   EOS/USDT   2sell  2022-02-05 08:55:00  2022-02-05 09:55:00   做空    2.465   \n",
       "14   EOS/USDT    3buy  2022-02-05 09:55:00  2022-02-05 12:40:00   做多    2.469   \n",
       "15   EOS/USDT   3sell  2022-02-06 07:35:00  2022-02-06 09:05:00   做空    2.484   \n",
       "16   EOS/USDT   2sell  2022-02-05 14:40:00  2022-02-06 21:10:00   做空    2.502   \n",
       "17   EOS/USDT    3buy  2022-02-07 09:35:00  2022-02-07 17:20:00   做多    2.502   \n",
       "18   EOS/USDT   l3buy  2022-02-07 18:05:00  2022-02-07 20:30:00   做多    2.589   \n",
       "19   EOS/USDT   l3buy  2022-02-08 00:35:00  2022-02-08 06:50:00   做多    2.644   \n",
       "20   EOS/USDT   2sell  2022-02-08 06:50:00  2022-02-08 07:50:00   做空    2.704   \n",
       "21   EOS/USDT    3buy  2022-02-08 07:50:00  2022-02-08 08:15:00   做多    2.688   \n",
       "22   EOS/USDT    3buy  2022-02-08 08:40:00  2022-02-08 09:00:00   做多    2.708   \n",
       "23   EOS/USDT   l3buy  2022-02-08 11:35:00  2022-02-08 12:45:00   做多    2.709   \n",
       "24   EOS/USDT   3sell  2022-02-08 17:55:00  2022-02-08 21:00:00   做空    2.607   \n",
       "25   EOS/USDT   3sell  2022-02-09 00:45:00  2022-02-09 01:20:00   做空    2.562   \n",
       "26   EOS/USDT    3buy  2022-02-09 06:50:00  2022-02-09 07:50:00   做多    2.605   \n",
       "27   EOS/USDT    3buy  2022-02-10 21:15:00  2022-02-10 21:35:00   做多    2.743   \n",
       "28   EOS/USDT   l3buy  2022-02-10 22:35:00  2022-02-11 01:50:00   做多    2.609   \n",
       "29   EOS/USDT   3sell  2022-02-11 01:50:00  2022-02-11 08:50:00   做空    2.673   \n",
       "30   EOS/USDT    1buy  2022-02-11 08:50:00  2022-02-11 14:00:00   做多    2.525   \n",
       "31   EOS/USDT    2buy  2022-02-11 11:10:00  2022-02-11 14:00:00   做多    2.551   \n",
       "32   EOS/USDT  l3sell  2022-02-11 14:00:00  2022-02-11 14:20:00   做空    2.541   \n",
       "33   EOS/USDT    3buy  2022-02-11 21:25:00  2022-02-11 22:40:00   做多    2.587   \n",
       "34   EOS/USDT   3sell  2022-02-12 01:25:00  2022-02-12 03:20:00   做空    2.551   \n",
       "35   EOS/USDT   3sell  2022-02-12 04:10:00  2022-02-12 23:00:00   做空    2.471   \n",
       "36   EOS/USDT    3buy  2022-02-13 02:10:00  2022-02-13 02:30:00   做多    2.422   \n",
       "37   EOS/USDT   3sell  2022-02-13 07:30:00  2022-02-13 08:35:00   做空    2.389   \n",
       "38   EOS/USDT   3sell  2022-02-14 02:45:00  2022-02-14 03:25:00   做空    2.360   \n",
       "39   EOS/USDT    3buy  2022-02-14 06:20:00  2022-02-14 07:05:00   做多    2.396   \n",
       "40   EOS/USDT    1buy  2022-02-14 04:10:00  2022-02-14 07:05:00   做多    2.367   \n",
       "41   EOS/USDT   3sell  2022-02-14 16:30:00  2022-02-14 20:55:00   做空    2.342   \n",
       "42   EOS/USDT    3buy  2022-02-15 00:20:00  2022-02-15 02:25:00   做多    2.383   \n",
       "43   EOS/USDT    3buy  2022-02-15 19:50:00  2022-02-15 20:00:00   做多    2.464   \n",
       "44   EOS/USDT    3buy  2022-02-15 20:20:00  2022-02-15 23:25:00   做多    2.466   \n",
       "45   EOS/USDT   2sell  2022-02-16 03:55:00  2022-02-16 04:25:00   做空    2.461   \n",
       "46   EOS/USDT   1sell  2022-02-16 01:20:00  2022-02-16 05:50:00   做空    2.463   \n",
       "47   EOS/USDT   1sell  2022-02-16 07:00:00  2022-02-16 07:20:00   做空    2.491   \n",
       "48   EOS/USDT   1sell  2022-02-16 08:05:00  2022-02-16 10:05:00   做空    2.522   \n",
       "49   EOS/USDT    3buy  2022-02-16 10:05:00  2022-02-16 12:20:00   做多    2.494   \n",
       "50   EOS/USDT    3buy  2022-02-17 06:40:00  2022-02-17 07:55:00   做多    2.537   \n",
       "51   EOS/USDT   3sell  2022-02-17 15:20:00  2022-02-17 15:50:00   做空    2.510   \n",
       "52   EOS/USDT   3sell  2022-02-17 16:25:00  2022-02-18 11:30:00   做空    2.523   \n",
       "53   EOS/USDT    3buy  2022-02-18 11:30:00  2022-02-18 12:50:00   做多    2.361   \n",
       "54   EOS/USDT  l3sell  2022-02-19 03:15:00  2022-02-19 07:10:00   做空    2.296   \n",
       "55   EOS/USDT  l3sell  2022-02-19 08:00:00  2022-02-19 08:15:00   做空    2.294   \n",
       "56   EOS/USDT  l3sell  2022-02-19 08:55:00  2022-02-19 09:10:00   做空    2.308   \n",
       "57   EOS/USDT  l3sell  2022-02-19 09:40:00  2022-02-19 12:35:00   做空    2.311   \n",
       "58   EOS/USDT    3buy  2022-02-22 21:45:00  2022-02-23 01:20:00   做多    2.121   \n",
       "59   EOS/USDT   2sell  2022-02-23 01:20:00  2022-02-23 03:20:00   做空    2.114   \n",
       "60   EOS/USDT   2sell  2022-02-23 04:25:00  2022-02-23 05:05:00   做空    2.144   \n",
       "61   EOS/USDT   2sell  2022-02-23 05:40:00  2022-02-23 06:10:00   做空    2.137   \n",
       "62   EOS/USDT    3buy  2022-02-23 05:05:00  2022-02-23 06:40:00   做多    2.144   \n",
       "63   EOS/USDT   2sell  2022-02-23 06:35:00  2022-02-23 07:15:00   做空    2.135   \n",
       "64   EOS/USDT    3buy  2022-02-23 07:15:00  2022-02-23 08:00:00   做多    2.149   \n",
       "65   EOS/USDT    3buy  2022-02-23 08:15:00  2022-02-23 08:35:00   做多    2.181   \n",
       "66   EOS/USDT    3buy  2022-02-23 17:15:00  2022-02-23 21:35:00   做多    2.210   \n",
       "67   EOS/USDT   1sell  2022-02-23 21:35:00  2022-02-24 06:35:00   做空    2.209   \n",
       "68   EOS/USDT    1buy  2022-02-24 09:15:00  2022-02-24 09:30:00   做多    2.092   \n",
       "69   EOS/USDT   3sell  2022-02-24 09:30:00  2022-02-24 09:55:00   做空    2.081   \n",
       "70   EOS/USDT    1buy  2022-02-24 09:50:00  2022-02-24 11:00:00   做多    2.096   \n",
       "71   EOS/USDT   3sell  2022-02-24 11:00:00  2022-02-24 15:50:00   做空    2.058   \n",
       "72   EOS/USDT   3sell  2022-02-26 20:10:00  2022-02-26 21:15:00   做空    2.153   \n",
       "73   EOS/USDT   3sell  2022-02-26 21:55:00  2022-02-26 23:10:00   做空    2.171   \n",
       "74   EOS/USDT    3buy  2022-02-27 23:30:00  2022-02-28 03:35:00   做多    2.190   \n",
       "75   EOS/USDT   3sell  2022-02-28 05:05:00  2022-02-28 05:55:00   做空    2.092   \n",
       "76   EOS/USDT  l3sell  2022-02-28 07:05:00  2022-02-28 09:50:00   做空    2.082   \n",
       "77   EOS/USDT    3buy  2022-02-28 13:05:00  2022-02-28 13:30:00   做多    2.113   \n",
       "78   EOS/USDT    3buy  2022-03-01 02:00:00  2022-03-01 09:15:00   做多    2.174   \n",
       "79   EOS/USDT   3sell  2022-03-04 00:40:00  2022-03-04 02:10:00   做空    2.138   \n",
       "80   EOS/USDT  l3sell  2022-03-04 04:50:00  2022-03-04 05:15:00   做空    2.134   \n",
       "81   EOS/USDT   3sell  2022-03-04 17:20:00  2022-03-04 18:15:00   做空    2.086   \n",
       "82   EOS/USDT   3sell  2022-03-05 01:35:00  2022-03-05 09:15:00   做空    2.069   \n",
       "83   EOS/USDT    3buy  2022-03-06 02:50:00  2022-03-06 04:35:00   做多    2.042   \n",
       "84   EOS/USDT   3sell  2022-03-13 01:35:00  2022-03-13 09:10:00   做空    1.983   \n",
       "85   EOS/USDT   3sell  2022-03-13 21:50:00  2022-03-13 23:10:00   做空    1.955   \n",
       "86   EOS/USDT  l3sell  2022-03-14 10:50:00  2022-03-14 12:05:00   做空    1.911   \n",
       "87   EOS/USDT   3sell  2022-03-14 09:25:00  2022-03-14 12:15:00   做空    1.909   \n",
       "88   EOS/USDT   1sell  2022-03-14 16:40:00  2022-03-14 17:50:00   做空    1.957   \n",
       "89   EOS/USDT   1sell  2022-03-14 18:25:00  2022-03-15 12:25:00   做空    1.964   \n",
       "90   EOS/USDT    3buy  2022-03-16 04:05:00  2022-03-16 04:50:00   做多    2.003   \n",
       "91   EOS/USDT   l3buy  2022-03-16 07:05:00  2022-03-16 07:15:00   做多    1.994   \n",
       "92   EOS/USDT    3buy  2022-03-16 05:35:00  2022-03-16 07:20:00   做多    1.993   \n",
       "93   EOS/USDT    3buy  2022-03-16 16:05:00  2022-03-16 17:40:00   做多    2.025   \n",
       "94   EOS/USDT   l3buy  2022-03-17 01:30:00  2022-03-17 02:05:00   做多    2.026   \n",
       "95   EOS/USDT    3buy  2022-03-17 06:05:00  2022-03-17 06:55:00   做多    2.069   \n",
       "96   EOS/USDT    3buy  2022-03-17 10:50:00  2022-03-17 12:10:00   做多    2.088   \n",
       "97   EOS/USDT    3buy  2022-03-19 11:00:00  2022-03-19 13:00:00   做多    2.147   \n",
       "98   EOS/USDT    3buy  2022-03-19 13:35:00  2022-03-19 16:15:00   做多    2.168   \n",
       "99   EOS/USDT   1sell  2022-03-19 21:40:00  2022-03-20 00:25:00   做空    2.146   \n",
       "100  EOS/USDT   1sell  2022-03-20 01:05:00  2022-03-20 02:30:00   做空    2.178   \n",
       "101  EOS/USDT   2sell  2022-03-20 01:05:00  2022-03-20 02:30:00   做空    2.178   \n",
       "102  EOS/USDT    3buy  2022-03-20 02:30:00  2022-03-20 08:20:00   做多    2.181   \n",
       "103  EOS/USDT   1sell  2022-03-20 08:20:00  2022-03-20 11:05:00   做空    2.212   \n",
       "104  EOS/USDT   2sell  2022-03-20 10:30:00  2022-03-20 11:05:00   做空    2.202   \n",
       "105  EOS/USDT   1sell  2022-03-20 12:00:00  2022-03-20 12:45:00   做空    2.231   \n",
       "106  EOS/USDT    3buy  2022-03-20 12:45:00  2022-03-20 13:30:00   做多    2.235   \n",
       "107  EOS/USDT   1sell  2022-03-20 13:30:00  2022-03-20 18:40:00   做空    2.250   \n",
       "108  EOS/USDT   3sell  2022-03-21 20:45:00  2022-03-21 21:10:00   做空    2.188   \n",
       "109  EOS/USDT    3buy  2022-03-22 05:55:00  2022-03-22 06:45:00   做多    2.376   \n",
       "110  EOS/USDT    3buy  2022-03-22 08:15:00  2022-03-22 11:50:00   做多    2.370   \n",
       "111  EOS/USDT   l3buy  2022-03-22 11:20:00  2022-03-22 11:50:00   做多    2.408   \n",
       "112  EOS/USDT   l3buy  2022-03-22 12:30:00  2022-03-22 12:50:00   做多    2.414   \n",
       "113  EOS/USDT   l3buy  2022-03-22 15:00:00  2022-03-22 15:30:00   做多    2.391   \n",
       "114  EOS/USDT   1sell  2022-03-22 15:30:00  2022-03-22 16:25:00   做空    2.431   \n",
       "115  EOS/USDT   l3buy  2022-03-22 16:25:00  2022-03-22 17:20:00   做多    2.434   \n",
       "116  EOS/USDT   1sell  2022-03-22 22:45:00  2022-03-23 01:35:00   做空    2.504   \n",
       "117  EOS/USDT   1sell  2022-03-23 01:45:00  2022-03-23 02:00:00   做空    2.483   \n",
       "118  EOS/USDT    3buy  2022-03-23 01:35:00  2022-03-23 04:00:00   做多    2.497   \n",
       "119  EOS/USDT    3buy  2022-03-25 00:50:00  2022-03-25 01:30:00   做多    2.526   \n",
       "120  EOS/USDT   3sell  2022-03-26 03:00:00  2022-03-26 03:05:00   做空    2.496   \n",
       "121  EOS/USDT   3sell  2022-03-26 07:00:00  2022-03-26 09:20:00   做空    2.485   \n",
       "122  EOS/USDT  l3sell  2022-03-26 22:20:00  2022-03-26 23:25:00   做空    2.472   \n",
       "123  EOS/USDT    3buy  2022-03-27 10:00:00  2022-03-27 12:30:00   做多    2.531   \n",
       "124  EOS/USDT    3buy  2022-03-27 15:10:00  2022-03-27 16:35:00   做多    2.555   \n",
       "125  EOS/USDT    3buy  2022-03-28 10:55:00  2022-03-29 05:25:00   做多    2.658   \n",
       "126  EOS/USDT   3sell  2022-03-29 23:05:00  2022-03-29 23:35:00   做空    2.898   \n",
       "127  BCH/USDT    3buy  2022-02-01 07:35:00  2022-02-01 09:50:00   做多  284.240   \n",
       "128  BCH/USDT    3buy  2022-02-02 15:35:00  2022-02-02 15:50:00   做多  289.240   \n",
       "129  BCH/USDT   3sell  2022-02-03 11:30:00  2022-02-03 12:10:00   做空  276.370   \n",
       "130  BCH/USDT   3sell  2022-02-03 12:25:00  2022-02-04 04:00:00   做空  276.730   \n",
       "131  BCH/USDT    3buy  2022-02-04 08:00:00  2022-02-04 09:25:00   做多  280.980   \n",
       "132  BCH/USDT    3buy  2022-02-04 10:15:00  2022-02-04 11:30:00   做多  277.650   \n",
       "133  BCH/USDT    3buy  2022-02-04 14:10:00  2022-02-05 04:15:00   做多  282.320   \n",
       "134  BCH/USDT   1sell  2022-02-05 08:05:00  2022-02-05 10:25:00   做空  302.610   \n",
       "135  BCH/USDT    3buy  2022-02-05 10:25:00  2022-02-05 12:40:00   做多  304.770   \n",
       "136  BCH/USDT   1sell  2022-02-05 12:40:00  2022-02-05 13:50:00   做空  307.340   \n",
       "137  BCH/USDT   1sell  2022-02-05 14:45:00  2022-02-05 16:10:00   做空  311.240   \n",
       "138  BCH/USDT   2sell  2022-02-05 14:45:00  2022-02-05 16:10:00   做空  311.240   \n",
       "139  BCH/USDT    3buy  2022-02-05 16:10:00  2022-02-05 20:35:00   做多  309.930   \n",
       "140  BCH/USDT    3buy  2022-02-05 21:05:00  2022-02-05 21:45:00   做多  316.390   \n",
       "141  BCH/USDT   1sell  2022-02-06 02:15:00  2022-02-06 11:05:00   做空  324.790   \n",
       "142  BCH/USDT    3buy  2022-02-06 11:05:00  2022-02-06 12:00:00   做多  327.200   \n",
       "143  BCH/USDT   3sell  2022-02-06 20:45:00  2022-02-06 21:10:00   做空  320.560   \n",
       "144  BCH/USDT    3buy  2022-02-07 12:25:00  2022-02-07 14:35:00   做多  329.630   \n",
       "145  BCH/USDT    3buy  2022-02-07 17:50:00  2022-02-07 23:20:00   做多  334.350   \n",
       "146  BCH/USDT   l3buy  2022-02-07 19:45:00  2022-02-07 23:20:00   做多  335.340   \n",
       "147  BCH/USDT   2sell  2022-02-07 23:20:00  2022-02-08 00:35:00   做空  335.510   \n",
       "148  BCH/USDT   1sell  2022-02-08 02:50:00  2022-02-08 03:10:00   做空  333.790   \n",
       "149  BCH/USDT   l3buy  2022-02-08 03:10:00  2022-02-08 08:15:00   做多  338.540   \n",
       "150  BCH/USDT   l3buy  2022-02-08 13:45:00  2022-02-08 14:45:00   做多  349.130   \n",
       "151  BCH/USDT   l3buy  2022-02-08 17:45:00  2022-02-08 18:10:00   做多  336.060   \n",
       "152  BCH/USDT   3sell  2022-02-08 18:10:00  2022-02-08 18:30:00   做空  331.470   \n",
       "153  BCH/USDT    3buy  2022-02-09 05:25:00  2022-02-09 10:05:00   做多  334.480   \n",
       "154  BCH/USDT    3buy  2022-02-09 22:35:00  2022-02-09 23:45:00   做多  344.820   \n",
       "155  BCH/USDT   l3buy  2022-02-09 20:20:00  2022-02-09 23:45:00   做多  338.510   \n",
       "156  BCH/USDT   1sell  2022-02-10 01:10:00  2022-02-10 03:30:00   做空  345.230   \n",
       "157  BCH/USDT   l3buy  2022-02-10 03:30:00  2022-02-10 03:55:00   做多  344.800   \n",
       "158  BCH/USDT   2sell  2022-02-10 03:55:00  2022-02-10 04:30:00   做空  344.080   \n",
       "159  BCH/USDT   l3buy  2022-02-10 04:30:00  2022-02-10 07:25:00   做多  345.460   \n",
       "160  BCH/USDT   1sell  2022-02-10 07:25:00  2022-02-10 11:20:00   做空  346.370   \n",
       "161  BCH/USDT    3buy  2022-02-10 21:00:00  2022-02-10 21:35:00   做多  359.130   \n",
       "162  BCH/USDT   3sell  2022-02-11 05:50:00  2022-02-11 15:50:00   做空  345.370   \n",
       "163  BCH/USDT    3buy  2022-02-11 15:50:00  2022-02-11 16:20:00   做多  339.930   \n",
       "164  BCH/USDT   3sell  2022-02-11 17:35:00  2022-02-11 17:40:00   做空  335.310   \n",
       "165  BCH/USDT   3sell  2022-02-11 17:55:00  2022-02-11 20:25:00   做空  335.470   \n",
       "166  BCH/USDT   3sell  2022-02-12 03:50:00  2022-02-12 06:25:00   做空  327.170   \n",
       "167  BCH/USDT   3sell  2022-02-12 06:55:00  2022-02-12 07:25:00   做空  318.050   \n",
       "168  BCH/USDT   3sell  2022-02-12 15:35:00  2022-02-12 16:05:00   做空  316.380   \n",
       "169  BCH/USDT    3buy  2022-02-13 04:25:00  2022-02-13 05:25:00   做多  326.060   \n",
       "170  BCH/USDT    3buy  2022-02-13 08:35:00  2022-02-13 08:55:00   做多  331.440   \n",
       "171  BCH/USDT    3buy  2022-02-14 01:35:00  2022-02-14 02:40:00   做多  332.410   \n",
       "172  BCH/USDT   3sell  2022-02-14 11:35:00  2022-02-14 12:40:00   做空  322.630   \n",
       "173  BCH/USDT    3buy  2022-02-14 22:05:00  2022-02-14 23:30:00   做多  327.400   \n",
       "174  BCH/USDT    3buy  2022-02-15 09:00:00  2022-02-15 12:10:00   做多  329.720   \n",
       "175  BCH/USDT    3buy  2022-02-15 19:45:00  2022-02-15 20:00:00   做多  338.920   \n",
       "176  BCH/USDT    3buy  2022-02-15 20:55:00  2022-02-15 23:10:00   做多  338.320   \n",
       "177  BCH/USDT   3sell  2022-02-16 22:55:00  2022-02-16 23:40:00   做空  330.430   \n",
       "178  BCH/USDT    3buy  2022-02-17 15:45:00  2022-02-17 16:25:00   做多  331.410   \n",
       "179  BCH/USDT   3sell  2022-02-17 18:40:00  2022-02-17 20:05:00   做空  326.870   \n",
       "180  BCH/USDT   3sell  2022-02-18 01:10:00  2022-02-18 05:55:00   做空  321.540   \n",
       "181  BCH/USDT  l3sell  2022-02-18 04:10:00  2022-02-18 05:55:00   做空  313.310   \n",
       "182  BCH/USDT  l3sell  2022-02-18 07:15:00  2022-02-18 08:40:00   做空  313.730   \n",
       "183  BCH/USDT    2buy  2022-02-18 08:40:00  2022-02-18 10:40:00   做多  313.320   \n",
       "184  BCH/USDT  l3sell  2022-02-18 10:40:00  2022-02-18 13:20:00   做空  313.310   \n",
       "185  BCH/USDT   3sell  2022-02-19 03:15:00  2022-02-19 03:25:00   做空  310.820   \n",
       "186  BCH/USDT   3sell  2022-02-19 03:45:00  2022-02-19 12:30:00   做空  311.360   \n",
       "187  BCH/USDT   3sell  2022-02-20 18:50:00  2022-02-20 20:20:00   做空  300.260   \n",
       "188  BCH/USDT   3sell  2022-02-22 13:00:00  2022-02-22 13:50:00   做空  279.390   \n",
       "189  BCH/USDT    3buy  2022-02-23 10:05:00  2022-02-23 10:35:00   做多  291.680   \n",
       "190  BCH/USDT    3buy  2022-02-23 14:00:00  2022-02-23 19:10:00   做多  295.360   \n",
       "191  BCH/USDT   1sell  2022-02-23 19:10:00  2022-02-23 20:35:00   做空  301.200   \n",
       "192  BCH/USDT   1sell  2022-02-23 21:30:00  2022-02-24 06:30:00   做空  302.980   \n",
       "193  BCH/USDT   2sell  2022-02-23 21:30:00  2022-02-24 06:30:00   做空  302.980   \n",
       "194  BCH/USDT    1buy  2022-02-24 07:45:00  2022-02-24 08:45:00   做多  289.270   \n",
       "195  BCH/USDT    1buy  2022-02-24 09:50:00  2022-02-24 11:00:00   做多  286.030   \n",
       "196  BCH/USDT   3sell  2022-02-24 11:00:00  2022-02-24 15:50:00   做空  280.500   \n",
       "197  BCH/USDT  l3sell  2022-02-24 16:45:00  2022-02-24 23:15:00   做空  266.160   \n",
       "198  BCH/USDT    3buy  2022-02-25 01:40:00  2022-02-25 09:45:00   做多  273.550   \n",
       "199  BCH/USDT   3sell  2022-02-25 19:05:00  2022-02-25 19:40:00   做空  292.480   \n",
       "200  BCH/USDT    3buy  2022-02-26 01:00:00  2022-02-26 01:15:00   做多  300.950   \n",
       "201  BCH/USDT    3buy  2022-02-26 06:15:00  2022-02-26 07:50:00   做多  305.040   \n",
       "202  BCH/USDT    3buy  2022-02-26 08:40:00  2022-02-26 23:55:00   做多  317.140   \n",
       "203  BCH/USDT   3sell  2022-02-27 11:40:00  2022-02-27 13:15:00   做空  309.490   \n",
       "204  BCH/USDT    3buy  2022-02-27 16:05:00  2022-02-27 16:20:00   做多  314.870   \n",
       "205  BCH/USDT    3buy  2022-02-27 16:35:00  2022-02-27 16:45:00   做多  315.820   \n",
       "206  BCH/USDT    3buy  2022-02-27 18:45:00  2022-02-27 20:15:00   做多  317.000   \n",
       "207  BCH/USDT   1sell  2022-02-27 21:30:00  2022-02-28 02:25:00   做空  318.160   \n",
       "208  BCH/USDT   2sell  2022-02-28 00:15:00  2022-02-28 02:25:00   做空  315.690   \n",
       "209  BCH/USDT   3sell  2022-02-28 03:00:00  2022-02-28 05:35:00   做空  312.850   \n",
       "210  BCH/USDT  l3sell  2022-02-28 06:55:00  2022-02-28 09:10:00   做空  303.770   \n",
       "211  BCH/USDT    3buy  2022-02-28 17:00:00  2022-02-28 21:00:00   做多  309.800   \n",
       "212  BCH/USDT    3buy  2022-03-01 02:00:00  2022-03-01 04:40:00   做多  326.840   \n",
       "213  BCH/USDT    3buy  2022-03-01 07:15:00  2022-03-01 11:15:00   做多  333.850   \n",
       "214  BCH/USDT   3sell  2022-03-01 15:40:00  2022-03-01 20:20:00   做空  327.300   \n",
       "215  BCH/USDT    1buy  2022-03-03 10:30:00  2022-03-03 10:35:00   做多  316.690   \n",
       "216  BCH/USDT    1buy  2022-03-03 11:00:00  2022-03-03 11:40:00   做多  316.410   \n",
       "217  BCH/USDT    2buy  2022-03-03 13:05:00  2022-03-03 14:15:00   做多  316.970   \n",
       "218  BCH/USDT    1buy  2022-03-03 11:55:00  2022-03-03 14:15:00   做多  316.730   \n",
       "219  BCH/USDT   3sell  2022-03-03 14:15:00  2022-03-03 14:45:00   做空  314.390   \n",
       "220  BCH/USDT   3sell  2022-03-04 02:35:00  2022-03-04 03:15:00   做空  308.340   \n",
       "221  BCH/USDT    3buy  2022-03-04 07:20:00  2022-03-04 08:10:00   做多  315.550   \n",
       "222  BCH/USDT   3sell  2022-03-05 01:30:00  2022-03-05 09:15:00   做空  301.230   \n",
       "223  BCH/USDT    3buy  2022-03-05 15:15:00  2022-03-05 19:35:00   做多  289.730   \n",
       "224  BCH/USDT   2sell  2022-03-05 19:35:00  2022-03-05 20:30:00   做空  289.800   \n",
       "225  BCH/USDT   1sell  2022-03-05 21:00:00  2022-03-05 23:55:00   做空  290.120   \n",
       "226  BCH/USDT   2sell  2022-03-05 21:00:00  2022-03-05 23:55:00   做空  290.120   \n",
       "227  BCH/USDT    3buy  2022-03-05 23:55:00  2022-03-06 12:15:00   做多  291.640   \n",
       "228  BCH/USDT   3sell  2022-03-06 22:05:00  2022-03-07 00:20:00   做空  289.000   \n",
       "229  BCH/USDT   3sell  2022-03-07 10:00:00  2022-03-07 11:30:00   做空  280.670   \n",
       "230  BCH/USDT    3buy  2022-03-07 23:35:00  2022-03-08 00:25:00   做多  287.790   \n",
       "231  BCH/USDT   3sell  2022-03-08 04:55:00  2022-03-08 06:30:00   做空  271.550   \n",
       "232  BCH/USDT    3buy  2022-03-08 10:20:00  2022-03-08 11:00:00   做多  277.960   \n",
       "233  BCH/USDT    3buy  2022-03-08 19:50:00  2022-03-08 20:25:00   做多  285.750   \n",
       "234  BCH/USDT    3buy  2022-03-09 11:10:00  2022-03-09 17:20:00   做多  290.120   \n",
       "235  BCH/USDT   l3buy  2022-03-09 16:45:00  2022-03-09 17:20:00   做多  301.560   \n",
       "236  BCH/USDT    3buy  2022-03-10 01:35:00  2022-03-10 02:05:00   做多  310.520   \n",
       "237  BCH/USDT   l3buy  2022-03-09 20:30:00  2022-03-10 02:05:00   做多  306.800   \n",
       "238  BCH/USDT   l3buy  2022-03-10 02:55:00  2022-03-10 03:20:00   做多  313.100   \n",
       "239  BCH/USDT   l3buy  2022-03-10 03:30:00  2022-03-10 04:25:00   做多  312.050   \n",
       "240  BCH/USDT   3sell  2022-03-10 06:50:00  2022-03-10 08:20:00   做空  307.160   \n",
       "241  BCH/USDT   3sell  2022-03-10 11:40:00  2022-03-11 19:35:00   做空  300.630   \n",
       "242  BCH/USDT    3buy  2022-03-11 22:10:00  2022-03-11 22:55:00   做多  291.120   \n",
       "243  BCH/USDT    3buy  2022-03-12 11:30:00  2022-03-12 16:25:00   做多  292.920   \n",
       "244  BCH/USDT   3sell  2022-03-13 01:50:00  2022-03-13 03:30:00   做空  290.690   \n",
       "245  BCH/USDT    3buy  2022-03-13 10:25:00  2022-03-13 17:20:00   做多  293.920   \n",
       "246  BCH/USDT   3sell  2022-03-14 09:25:00  2022-03-14 12:15:00   做空  279.980   \n",
       "247  BCH/USDT    3buy  2022-03-14 13:15:00  2022-03-14 13:35:00   做多  285.010   \n",
       "248  BCH/USDT   2sell  2022-03-14 22:30:00  2022-03-14 23:00:00   做空  285.700   \n",
       "249  BCH/USDT   1sell  2022-03-14 18:10:00  2022-03-15 06:50:00   做空  286.560   \n",
       "250  BCH/USDT   2sell  2022-03-14 23:30:00  2022-03-15 06:50:00   做空  286.600   \n",
       "251  BCH/USDT    3buy  2022-03-16 10:10:00  2022-03-16 11:55:00   做多  298.930   \n",
       "252  BCH/USDT   3sell  2022-03-16 15:10:00  2022-03-16 16:10:00   做空  288.960   \n",
       "253  BCH/USDT   l3buy  2022-03-16 19:35:00  2022-03-16 21:00:00   做多  292.190   \n",
       "254  BCH/USDT   l3buy  2022-03-16 21:25:00  2022-03-17 01:55:00   做多  290.510   \n",
       "255  BCH/USDT   l3buy  2022-03-17 09:00:00  2022-03-17 09:10:00   做多  299.380   \n",
       "256  BCH/USDT   l3buy  2022-03-17 09:35:00  2022-03-17 12:10:00   做多  298.610   \n",
       "257  BCH/USDT   3sell  2022-03-17 17:10:00  2022-03-17 17:35:00   做空  295.840   \n",
       "258  BCH/USDT   3sell  2022-03-17 18:10:00  2022-03-17 19:45:00   做空  295.230   \n",
       "259  BCH/USDT    3buy  2022-03-19 03:10:00  2022-03-20 01:00:00   做多  302.570   \n",
       "260  BCH/USDT    3buy  2022-03-21 07:05:00  2022-03-21 10:35:00   做多  327.160   \n",
       "261  BCH/USDT    3buy  2022-03-22 03:45:00  2022-03-22 04:40:00   做多  337.470   \n",
       "262  BCH/USDT    3buy  2022-03-22 05:25:00  2022-03-22 06:40:00   做多  336.540   \n",
       "263  BCH/USDT    3buy  2022-03-22 12:25:00  2022-03-22 14:05:00   做多  348.400   \n",
       "264  BCH/USDT    3buy  2022-03-22 16:10:00  2022-03-22 20:40:00   做多  358.070   \n",
       "265  BCH/USDT   l3buy  2022-03-22 21:20:00  2022-03-22 21:55:00   做多  373.750   \n",
       "266  BCH/USDT   1sell  2022-03-22 21:55:00  2022-03-22 22:35:00   做空  371.970   \n",
       "267  BCH/USDT   l3buy  2022-03-22 22:35:00  2022-03-22 22:55:00   做多  374.270   \n",
       "268  BCH/USDT   2sell  2022-03-22 22:55:00  2022-03-23 00:30:00   做空  371.310   \n",
       "269  BCH/USDT    3buy  2022-03-23 05:05:00  2022-03-23 07:55:00   做多  381.820   \n",
       "270  BCH/USDT   3sell  2022-03-23 11:50:00  2022-03-23 13:45:00   做空  356.260   \n",
       "271  BCH/USDT   3sell  2022-03-23 14:55:00  2022-03-23 15:05:00   做空  363.000   \n",
       "272  BCH/USDT   3sell  2022-03-23 16:05:00  2022-03-23 20:35:00   做空  361.010   \n",
       "273  BCH/USDT    3buy  2022-03-24 07:30:00  2022-03-24 09:05:00   做多  363.120   \n",
       "274  BCH/USDT   3sell  2022-03-24 11:20:00  2022-03-24 12:15:00   做空  357.510   \n",
       "275  BCH/USDT   3sell  2022-03-24 21:25:00  2022-03-24 21:55:00   做空  353.790   \n",
       "276  BCH/USDT    3buy  2022-03-25 02:40:00  2022-03-25 07:00:00   做多  360.430   \n",
       "277  BCH/USDT   2sell  2022-03-25 08:25:00  2022-03-25 08:50:00   做空  364.830   \n",
       "278  BCH/USDT   2sell  2022-03-25 09:40:00  2022-03-25 16:25:00   做空  366.430   \n",
       "279  BCH/USDT   3sell  2022-03-26 00:45:00  2022-03-26 01:55:00   做空  356.560   \n",
       "280  BCH/USDT    3buy  2022-03-26 05:50:00  2022-03-26 06:20:00   做多  365.540   \n",
       "281  BCH/USDT    3buy  2022-03-26 11:15:00  2022-03-26 13:20:00   做多  361.940   \n",
       "282  BCH/USDT   3sell  2022-03-26 21:25:00  2022-03-26 22:40:00   做空  358.320   \n",
       "283  BCH/USDT    3buy  2022-03-27 07:25:00  2022-03-27 08:05:00   做多  361.500   \n",
       "284  BCH/USDT    3buy  2022-03-27 08:40:00  2022-03-27 09:20:00   做多  362.210   \n",
       "285  BCH/USDT   3sell  2022-03-27 20:30:00  2022-03-27 21:15:00   做空  357.770   \n",
       "286  BCH/USDT    3buy  2022-03-28 09:20:00  2022-03-28 09:35:00   做多  376.280   \n",
       "287  BCH/USDT    3buy  2022-03-29 23:20:00  2022-03-29 23:40:00   做多  379.510   \n",
       "288  BCH/USDT   l3buy  2022-03-30 00:30:00  2022-03-30 02:25:00   做多  371.210   \n",
       "289  BCH/USDT   3sell  2022-03-30 02:25:00  2022-03-30 03:10:00   做空  370.970   \n",
       "290  BCH/USDT   l3buy  2022-03-30 18:10:00  2022-03-31 01:00:00   做多  377.050   \n",
       "291  BCH/USDT    3buy  2022-03-31 11:20:00  2022-03-31 12:05:00   做多  382.770   \n",
       "292  BCH/USDT   3sell  2022-03-31 14:05:00  2022-03-31 14:55:00   做空  378.970   \n",
       "\n",
       "            amount  loss_price  profit_rate  max_profit_rate  max_loss_rate  \\\n",
       "0    141388.174807       2.347        -0.51           0.2142        -0.5998   \n",
       "1    140370.454770       2.329        -0.64           0.0853        -0.7246   \n",
       "2    140919.890022       2.348        -0.86           0.7722        -1.1583   \n",
       "3    138846.994822       2.366        -0.59           1.1900        -0.6375   \n",
       "4    139289.077270       2.371        -1.11           1.8290        -1.1484   \n",
       "5    138637.067143       2.371        -1.11           1.8290        -1.1484   \n",
       "6    135950.782019       2.367        -0.50           0.3364        -0.5046   \n",
       "7    132805.107701       2.414        -1.28           1.3201        -1.8152   \n",
       "8    135834.811284       2.371         2.97           4.2815        -0.0424   \n",
       "9    143054.884847       2.371        -0.97           1.5038        -1.6807   \n",
       "10   140853.899661       2.278         0.00           0.8290        -0.3927   \n",
       "11   135197.327389       2.373        -0.59           0.3353        -0.7544   \n",
       "12   131959.300005       2.424         0.08           0.7800        -0.2463   \n",
       "13   132960.146387       2.495        -0.16           0.6491        -0.2028   \n",
       "14   132559.198146       2.449         0.61           1.6201        -0.3240   \n",
       "15   134614.852613       2.493        -0.44           0.4428        -0.4831   \n",
       "16   130096.501544       2.523         0.52           2.4380        -1.0392   \n",
       "17   130262.479952       2.488         3.84           4.8761         0.0000   \n",
       "18   128366.330694       2.566         0.73           1.5450        -0.5794   \n",
       "19   124832.681176       2.585         2.27           2.8366        -1.6263   \n",
       "20   123177.232850       2.719         0.59           1.1464        -0.2219   \n",
       "21   124199.978547       2.673        -0.97           0.6324        -1.0789   \n",
       "22   121870.006799       2.673         0.15           2.1787        -0.1477   \n",
       "23   121836.124328       2.696        -0.55           0.1846        -0.6645   \n",
       "24   126761.213095       2.627         1.04           1.8028        -0.3069   \n",
       "25   127874.051614       2.574        -0.51           0.5464        -0.9758   \n",
       "26   126092.994363       2.598         0.84           1.6507        -0.0384   \n",
       "27   120547.029961       2.697        -2.62           0.8385        -3.0623   \n",
       "28   124035.000873       2.575         2.45           3.7179        -0.3066   \n",
       "29   121996.713890       2.696         5.54           6.5095        -0.0374   \n",
       "30   132918.964958       2.499         0.63           2.1386        -0.2376   \n",
       "31   132801.737309       2.533        -0.39           0.1568        -0.8624   \n",
       "32   132079.853100       2.555        -0.63           0.0787        -0.6690   \n",
       "33   127784.847780       2.568        -0.93           0.4639        -1.1210   \n",
       "34   129140.353980       2.567         1.53           3.0576        -0.4704   \n",
       "35   134571.497220       2.567         4.17           5.8276        -0.0809   \n",
       "36   138456.747383       2.402        -0.04           0.3716        -0.1652   \n",
       "37   139828.932108       2.398        -0.54           0.5023        -0.6697   \n",
       "38   140800.260611       2.391        -0.47           0.3814        -0.5508   \n",
       "39   139067.339933       2.377        -0.38           0.3339        -0.4591   \n",
       "40   140112.216790       2.346         0.84           1.5632        -0.1267   \n",
       "41   141657.689942       2.358        -0.73           1.1102        -0.9394   \n",
       "42   138775.246295       2.366        -0.80           0.4196        -0.9232   \n",
       "43   135164.493703       2.455        -0.49           0.0812        -0.4870   \n",
       "44   133978.704231       2.455        -0.53           0.3650        -0.5677   \n",
       "45   134243.468055       2.473        -0.61           0.0813        -0.6095   \n",
       "46   133506.578522       2.496        -1.46           0.2436        -1.6646   \n",
       "47   130997.087953       2.508        -0.88           0.0401        -0.9233   \n",
       "48   128958.333214       2.537         1.11           1.5464        -0.0793   \n",
       "49   130832.563783       2.483        -0.92           1.0826        -1.1227   \n",
       "50   128018.447574       2.516         0.55           1.1825        -0.1971   \n",
       "51   129579.791979       2.526        -0.72           0.0398        -0.7968   \n",
       "52   128512.256620       2.538         6.42           9.2350        -0.0396   \n",
       "53   142020.210727       2.347        -0.64           0.0847        -0.6777   \n",
       "54   144548.849538       2.310         0.04           0.7840        -0.4791   \n",
       "55   144242.076694       2.304        -0.52           0.2616        -0.5231   \n",
       "56   142910.512338       2.315        -0.35           0.0867        -0.3899   \n",
       "57   142395.185564       2.320        -0.56           0.3462        -0.6923   \n",
       "58   152675.031558       2.108        -0.33           2.0273        -0.4243   \n",
       "59   152953.188277       2.134        -0.99           0.0473        -1.1353   \n",
       "60   150258.579571       2.157         0.00           0.4198        -0.3265   \n",
       "61   151399.772391       2.157        -0.47           0.1404        -0.5147   \n",
       "62   150199.077173       2.135        -0.47           0.1866        -0.4664   \n",
       "63   151100.352004       2.157        -0.66           0.0468        -0.7494   \n",
       "64   148883.036816       2.134         0.79           1.3495        -0.0465   \n",
       "65   147023.236476       2.134        -0.92           0.0459        -1.3755   \n",
       "66   144908.113617       2.191        -0.05           0.8597        -0.4525   \n",
       "67   144753.967652       2.229         3.76           4.5722        -0.6338   \n",
       "68   158057.525884       2.080        -0.53           0.0478        -0.5736   \n",
       "69   158554.540926       2.096        -0.86           0.0481        -1.1052   \n",
       "70   159647.847483       2.080        -1.81           1.2405        -2.1469   \n",
       "71   158488.284968       2.122         6.85           9.7668         0.0000   \n",
       "72   160705.798534       2.180        -1.30           0.1858        -1.3005   \n",
       "73   158252.115013       2.181        -0.60           0.4146        -0.6909   \n",
       "74   156041.505743       2.132        -3.20           0.5023        -3.2420   \n",
       "75   160904.135601       2.116         0.14           1.8164        -0.0956   \n",
       "76   164656.450911       2.105        -1.25           1.0567        -1.2968   \n",
       "77   160819.278587       2.098         0.52           1.2305        -0.0473   \n",
       "78   157501.864196       2.150         4.23           6.2098        -0.6900   \n",
       "79   157746.417724       2.154        -0.61           0.8419        -0.7016   \n",
       "80   157273.912775       2.152        -0.75           0.0469        -0.8435   \n",
       "81   159944.757464       2.102        -0.86           0.0000        -0.8629   \n",
       "82   161491.560136       2.078         3.82           5.3649        -0.2417   \n",
       "83   166910.023817       2.033         0.05           0.4897        -0.1959   \n",
       "84   173152.387979       1.999         0.15           1.1599        -0.1009   \n",
       "85   175128.446095       1.964        -0.51           0.1023        -0.5627   \n",
       "86   181317.575771       1.918        -0.52           0.3140        -0.5756   \n",
       "87   179816.185522       1.925        -2.15           0.2619        -2.3573   \n",
       "88   171573.717402       1.970        -0.77           0.0000        -0.8687   \n",
       "89   171263.494867       1.976         0.87           2.5967        -0.5092   \n",
       "90   166124.628216       1.992        -0.65           0.0999        -0.6990   \n",
       "91   167233.980897       1.984        -0.55           0.0000        -0.6520   \n",
       "92   166534.678979       1.983        -0.60           0.7025        -0.6021   \n",
       "93   162365.477612       2.009         0.35           1.1852        -0.0494   \n",
       "94   161589.314106       2.013        -0.84           0.4936        -0.9872   \n",
       "95   157276.066398       2.057        -0.34           0.1933        -0.3383   \n",
       "96   156086.330432       2.079        -0.53           0.2395        -0.6226   \n",
       "97   150630.310923       2.135         0.33           0.9781        -0.5589   \n",
       "98   149323.245789       2.135        -1.57           0.0000        -1.5683   \n",
       "99   149594.080722       2.172        -1.68           0.2796        -1.7707   \n",
       "100  149302.821945       2.188        -0.14           0.4591        -0.4132   \n",
       "101  148603.937627       2.188        -0.14           0.4591        -0.4132   \n",
       "102  148146.414717       2.168         1.42           2.1550        -0.9170   \n",
       "103  146697.110531       2.228        -0.90           1.7631        -0.9946   \n",
       "104  148056.359590       2.219        -1.36           0.6358        -1.4532   \n",
       "105  144240.692802       2.250        -0.18           0.4482        -0.2689   \n",
       "106  143840.286576       2.221         0.67           1.8792        -0.2685   \n",
       "107  143141.029078       2.277         1.51           2.6667        -0.2222   \n",
       "108  146748.910899       2.205        -0.82           0.0457        -0.8684   \n",
       "109  135075.933620       2.358        -0.97           0.1263        -1.2626   \n",
       "110  134038.630165       2.339         1.22           2.0253        -0.8861   \n",
       "111  132543.838375       2.358        -0.37           0.4153        -0.3738   \n",
       "112  132479.258164       2.390        -0.58           0.4143        -0.6628   \n",
       "113  133133.998714       2.357         1.67           3.2204         0.0000   \n",
       "114  131614.006262       2.468        -0.12           1.0695        -0.2468   \n",
       "115  131605.374074       2.405        -1.27           0.9449        -1.3147   \n",
       "116  128530.951515       2.550         0.28           1.1981        -2.4361   \n",
       "117  128659.405624       2.565        -0.44           0.0403        -0.4833   \n",
       "118  127339.171201       2.474        -1.24           0.7609        -1.4017   \n",
       "119  122830.144362       2.505         2.65           4.0380        -0.0792   \n",
       "120  126533.599598       2.524        -1.16           0.0000        -1.2420   \n",
       "121  126147.142366       2.524         0.12           1.0060        -1.1670   \n",
       "122  126891.271083       2.486        -0.69           0.1214        -0.7282   \n",
       "123  122379.751321       2.515        -0.67           0.2766        -0.7902   \n",
       "124  120913.641422       2.545        -0.43           0.5088        -0.5871   \n",
       "125  115795.305522       2.645        11.44          19.5260        -0.1881   \n",
       "126  110169.653121       2.911        -0.48           0.3796        -0.6556   \n",
       "127    1161.093179     283.220        -0.54           0.6720        -0.5875   \n",
       "128    1115.422813     287.930        -0.54           0.0104        -0.6500   \n",
       "129    1175.844941     277.310        -0.74           0.1701        -1.3207   \n",
       "130    1169.324448     280.020         1.50           2.1357        -1.1238   \n",
       "131    1154.371988     278.110        -1.06           0.0427        -1.1246   \n",
       "132    1157.753029     277.150        -0.24           0.2701        -0.3025   \n",
       "133    1137.258526     280.260         5.72           6.2234        -0.2232   \n",
       "134    1077.996706     306.910        -0.71           0.0364        -1.4441   \n",
       "135    1067.718695     302.500         0.84           1.4503        -0.1411   \n",
       "136    1062.578308     309.190        -0.63           0.4750        -0.8460   \n",
       "137    1060.623139     313.950         0.42           0.8739        -0.3245   \n",
       "138    1050.739880     313.950         0.42           0.8739        -0.3245   \n",
       "139    1058.341798     308.520         1.64           2.1844        -0.2355   \n",
       "140    1044.523354     314.280         0.60           1.3654        -0.0632   \n",
       "141    1019.943326     328.910        -0.74           2.1091        -0.8867   \n",
       "142    1005.260108     325.220        -0.35           0.1834        -0.4584   \n",
       "143    1023.673740     321.650        -0.58           0.5646        -0.6145   \n",
       "144     993.385041     328.070         0.93           1.6655        -0.4642   \n",
       "145     989.336771     332.420         0.35           1.9351        -0.1824   \n",
       "146    1000.377003     333.740         0.05           1.6342        -0.1998   \n",
       "147     988.430329     339.570        -1.31           0.0984        -1.5886   \n",
       "148     993.468558     341.790        -1.42           0.1887        -1.5369   \n",
       "149     972.043479     333.160         0.12           1.6896        -1.3411   \n",
       "150     943.260769     346.800        -0.25           1.8274        -0.5643   \n",
       "151     978.752526     330.780        -1.37           0.0000        -1.4551   \n",
       "152     987.366835     336.550        -0.52           0.4103        -0.5521   \n",
       "153     977.441630     332.440        -0.80           1.1869        -0.8311   \n",
       "154     952.001511     341.200        -0.35           0.5162        -0.4582   \n",
       "155     965.207934     336.690         1.50           2.3899        -0.1595   \n",
       "156     949.252378     347.050         0.12           1.0949        -0.1622   \n",
       "157     950.450710     341.450        -0.21           0.2233        -0.2349   \n",
       "158     951.406469     345.570        -0.40           0.1773        -0.4795   \n",
       "159     945.975722     343.470         0.26           0.6108        -0.2866   \n",
       "160     943.936448     347.570         2.12           2.9477        -0.2598   \n",
       "161     916.416580     356.610        -2.19           0.6237        -2.7232   \n",
       "162     948.637263     348.000         1.58           4.2302        -0.5704   \n",
       "163     978.642347     338.810        -0.41           0.4883        -0.6237   \n",
       "164     990.376269     336.960        -0.50           0.0149        -0.6114   \n",
       "165     987.893726     337.360        -0.64           0.3905        -0.7065   \n",
       "166    1011.613594     329.850         1.60           2.5889        -0.2231   \n",
       "167    1050.743994     329.850        -0.57           0.5219        -0.7860   \n",
       "168    1052.669055     318.530        -0.73           0.4583        -0.7396   \n",
       "169    1027.920577     323.930        -0.89           0.0429        -1.0213   \n",
       "170    1012.618761     327.160         0.21           0.8599        -0.0272   \n",
       "171    1003.037443     329.890        -0.91           0.6588        -1.2936   \n",
       "172    1028.713200     324.840         0.00           0.5827        -0.2170   \n",
       "173    1010.494061     325.870        -0.00           0.6323        -0.2260   \n",
       "174     999.941937     328.700         1.76           2.9298        -0.1395   \n",
       "175     978.066601     338.140        -0.27           0.0826        -0.2715   \n",
       "176     981.157826     336.140        -0.67           0.3902        -0.7862   \n",
       "177     984.095807     334.240        -0.25           0.4661        -0.5962   \n",
       "178     986.014020     330.000         0.02           0.3621         0.0000   \n",
       "179     996.608154     328.140        -0.76           0.5354        -0.9117   \n",
       "180    1008.688694     324.650         2.02           3.8596        -0.3639   \n",
       "181    1044.921790     316.690        -0.55           1.3341        -0.6926   \n",
       "182    1040.094543     316.700         0.13           1.2941        -0.3347   \n",
       "183    1041.511066     309.670        -0.00           0.8522        -0.6543   \n",
       "184    1040.909186     315.990         0.06           0.3958        -0.3479   \n",
       "185    1062.771423     312.060        -0.46           0.1287        -0.5212   \n",
       "186    1060.398709     312.890        -0.50           0.8575        -0.7515   \n",
       "187    1088.994738     302.140        -1.01           0.4563        -1.0757   \n",
       "188    1165.990665     281.790        -1.69           0.3508        -1.7860   \n",
       "189    1095.587381     290.310        -0.65           0.8640        -0.8400   \n",
       "190    1079.184249     294.360         1.98           2.5494        -0.0880   \n",
       "191    1070.494500     302.890        -0.58           0.2224        -0.9296   \n",
       "192    1070.468246     304.830         3.98           4.6934        -0.0330   \n",
       "193    1060.493247     304.830         3.98           4.6934        -0.0330   \n",
       "194    1147.161916     286.580        -0.96           0.1763        -1.1754   \n",
       "195    1158.982498     284.490        -1.93           0.7447        -2.3774   \n",
       "196    1155.841966     288.160         4.92           7.5900        -0.0820   \n",
       "197    1265.723670     270.290        -1.87           2.0664        -2.1904   \n",
       "198    1223.433621     271.280        10.43          13.1420        -0.2925   \n",
       "199    1183.169334     295.250        -1.14           0.3009        -1.2206   \n",
       "200    1145.104740     299.000        -0.81           0.1263        -0.8805   \n",
       "201    1126.295219     303.400         0.84           2.2456        -0.1869   \n",
       "202    1085.892556     303.400        -0.01           1.8257        -1.6428   \n",
       "203    1104.391867     310.910         0.15           0.6947        -0.1292   \n",
       "204    1085.613071     313.380        -0.49           0.0318        -0.6034   \n",
       "205    1080.173031     313.380        -0.89           0.0190        -0.9119   \n",
       "206    1072.579413     313.820         0.23           0.9054        -0.1861   \n",
       "207    1069.057268     321.290         1.03           2.8099        -0.2389   \n",
       "208    1092.670716     318.190         0.25           0.9028        -0.3674   \n",
       "209    1095.400644     316.850         3.32           4.4175        -0.3260   \n",
       "210    1123.251210     305.720         0.25           1.1917        -0.4016   \n",
       "211    1098.321479     308.420         0.61           1.8205        -0.4745   \n",
       "212    1042.731125     323.500        -0.21           0.4406        -0.5507   \n",
       "213    1021.586985     330.450        -1.07           2.9594        -1.1113   \n",
       "214    1050.217081     329.470        -0.73           2.1937        -0.9594   \n",
       "215    1082.366339     315.490        -0.56           0.0347        -0.8336   \n",
       "216    1080.887003     314.050        -1.13           0.0569        -1.5170   \n",
       "217    1079.588650     315.050        -0.81           0.1798        -0.9780   \n",
       "218    1075.349333     311.610        -0.74           0.9567        -0.9030   \n",
       "219    1076.931555     317.540        -1.06           0.0413        -1.1164   \n",
       "220    1091.169317     310.120        -0.63           0.1103        -0.6940   \n",
       "221    1060.556865     314.270        -0.80           0.1109        -0.8208   \n",
       "222    1104.013541     302.070         4.64           6.0386        -0.1560   \n",
       "223    1179.040030     288.380         0.02           0.7938        -0.6420   \n",
       "224    1178.382376     291.520        -0.60           0.0690        -0.6315   \n",
       "225    1179.819001     292.260        -0.52           0.8652        -0.5274   \n",
       "226    1174.296285     292.260        -0.52           0.8652        -0.5274   \n",
       "227    1163.197254     289.950        -0.66           1.5224        -0.8332   \n",
       "228    1170.532972     290.650        -0.59           0.9689        -0.6713   \n",
       "229    1202.454860     282.270         1.17           1.8491        -0.3313   \n",
       "230    1176.766658     285.850         0.38           1.1084        -0.0730   \n",
       "231    1248.206943     274.660        -1.20           0.4530        -1.3036   \n",
       "232    1214.090598     276.580         0.67           1.2232        -0.3778   \n",
       "233    1183.117210     283.680        -0.18           0.5914        -0.2380   \n",
       "234    1164.148854     289.110         3.87           4.9118        -0.0345   \n",
       "235    1125.252919     299.610        -0.07           0.9318        -0.1758   \n",
       "236    1105.614764     307.640         0.65           2.3670        -0.1707   \n",
       "237    1113.782404     299.610         1.87           3.6082        -1.2777   \n",
       "238    1099.591803     310.500        -0.86           0.0639        -0.9901   \n",
       "239    1099.740305     310.000        -0.80           0.4134        -0.9197   \n",
       "240    1113.841962     309.960        -0.41           0.3028        -0.7130   \n",
       "241    1136.043645     302.120         3.70           6.5928        -0.3559   \n",
       "242    1187.005811     289.810        -0.48           0.4431        -0.6320   \n",
       "243    1177.373418     289.600        -1.21           0.1127        -1.2905   \n",
       "244    1186.748815     292.620        -0.05           0.3234        -0.4094   \n",
       "245    1167.669258     292.370        -0.61           0.6873        -0.6532   \n",
       "246    1220.309524     282.250        -1.67           0.5822        -1.8930   \n",
       "247    1180.081253     283.930        -0.39           0.0596        -0.4842   \n",
       "248    1188.398041     287.290        -0.60           0.0630        -0.6090   \n",
       "249    1168.296345     288.160        -0.82           2.3939        -0.9911   \n",
       "250    1176.234885     288.070        -0.80           2.4075        -0.9770   \n",
       "251    1105.189685     291.160        -2.75           1.1575        -3.0074   \n",
       "252    1132.513256     290.610        -0.68           0.6195        -0.7094   \n",
       "253    1117.866419     290.530        -0.61           0.1164        -0.6092   \n",
       "254    1121.639495     289.470         0.67           1.3321        -0.2891   \n",
       "255    1085.283692     298.590        -0.37           0.0167        -0.4910   \n",
       "256    1086.308852     297.280        -0.52           0.6396        -0.5660   \n",
       "257    1091.830674     296.390        -0.27           0.0507        -0.2704   \n",
       "258    1092.688632     296.710        -0.54           0.0271        -0.9044   \n",
       "259    1063.851114     301.610         5.07           5.7375        -0.1818   \n",
       "260     988.955810     324.050        -2.19           2.0602        -2.2527   \n",
       "261     948.490992     335.890        -0.49           0.0919        -0.5304   \n",
       "262     949.183161     335.090        -0.46           0.6210        -0.5824   \n",
       "263     913.627804     346.810         0.84           2.0637        -0.0832   \n",
       "264     897.752929     354.640         3.45           4.7281        -0.0419   \n",
       "265     860.871024     370.060        -0.48           1.0140        -0.8589   \n",
       "266     863.289404     377.540        -0.62           0.3549        -0.7662   \n",
       "267     855.892717     370.540        -0.79           0.2244        -1.1275   \n",
       "268     860.875655     375.110        -1.37           1.1608        -1.4785   \n",
       "269     827.469167     377.000        -1.63           0.0026        -1.6421   \n",
       "270     881.720427     358.370        -0.93           0.9544        -0.9684   \n",
       "271     862.343621     367.720        -1.31           0.1846        -1.3444   \n",
       "272     863.015116     369.240        -0.32           0.7119        -1.4847   \n",
       "273     856.750248     360.980        -0.81           2.1701        -0.9115   \n",
       "274     867.533939     359.150         0.86           1.8741        -0.2126   \n",
       "275     878.810575     355.310        -0.51           0.6247        -0.6077   \n",
       "276     868.019375     358.000         1.51           1.9338        -0.0749   \n",
       "277     861.487615     368.440        -1.10           0.0000        -1.1677   \n",
       "278     854.265563     370.000         2.58           3.5341        -0.0300   \n",
       "279     885.056759     359.700         0.36           1.1667        -0.4515   \n",
       "280     860.346730     362.500        -0.86           0.2544        -1.2748   \n",
       "281     866.100660     359.900        -1.11           0.0995        -1.3842   \n",
       "282     871.307527     360.020        -0.77           0.4800        -0.8540   \n",
       "283     858.782397     360.630        -0.23           0.2379        -0.2988   \n",
       "284     856.118415     360.630        -0.22           0.4473        -0.2236   \n",
       "285     861.931863     359.450         0.12           0.9419        -0.0643   \n",
       "286     819.532338     374.810        -0.46           0.1036        -0.4598   \n",
       "287     845.229874     377.010        -0.84           0.1317        -0.8748   \n",
       "288     855.648402     366.600        -0.06           0.6196        -1.2338   \n",
       "289     855.680344     372.200        -0.45           0.6523        -0.4933   \n",
       "290     840.290042     374.520         1.74           2.5991        -0.7055   \n",
       "291     832.161964     380.340        -0.71           0.0575        -0.7315   \n",
       "292     838.196304     380.390        -0.40           0.1108        -0.4908   \n",
       "\n",
       "                                         open_msg  \\\n",
       "0              当前级别 (MMD: ['1sell'] Loss: 2.347)    \n",
       "1               当前级别 (MMD: ['3buy'] Loss: 2.329)    \n",
       "2              当前级别 (MMD: ['1sell'] Loss: 2.348)    \n",
       "3              当前级别 (MMD: ['1sell'] Loss: 2.366)    \n",
       "4     当前级别 (MMD: ['2sell', '1sell'] Loss: 2.371)    \n",
       "5     当前级别 (MMD: ['2sell', '1sell'] Loss: 2.371)    \n",
       "6               当前级别 (MMD: ['3buy'] Loss: 2.367)    \n",
       "7               当前级别 (MMD: ['3buy'] Loss: 2.414)    \n",
       "8              当前级别 (MMD: ['3sell'] Loss: 2.371)    \n",
       "9              当前级别 (MMD: ['3sell'] Loss: 2.371)    \n",
       "10              当前级别 (MMD: ['3buy'] Loss: 2.278)    \n",
       "11              当前级别 (MMD: ['3buy'] Loss: 2.373)    \n",
       "12              当前级别 (MMD: ['3buy'] Loss: 2.424)    \n",
       "13             当前级别 (MMD: ['2sell'] Loss: 2.495)    \n",
       "14              当前级别 (MMD: ['3buy'] Loss: 2.449)    \n",
       "15             当前级别 (MMD: ['3sell'] Loss: 2.493)    \n",
       "16             当前级别 (MMD: ['2sell'] Loss: 2.523)    \n",
       "17              当前级别 (MMD: ['3buy'] Loss: 2.488)    \n",
       "18             当前级别 (MMD: ['l3buy'] Loss: 2.566)    \n",
       "19             当前级别 (MMD: ['l3buy'] Loss: 2.585)    \n",
       "20             当前级别 (MMD: ['2sell'] Loss: 2.719)    \n",
       "21              当前级别 (MMD: ['3buy'] Loss: 2.673)    \n",
       "22              当前级别 (MMD: ['3buy'] Loss: 2.673)    \n",
       "23             当前级别 (MMD: ['l3buy'] Loss: 2.696)    \n",
       "24             当前级别 (MMD: ['3sell'] Loss: 2.627)    \n",
       "25             当前级别 (MMD: ['3sell'] Loss: 2.574)    \n",
       "26              当前级别 (MMD: ['3buy'] Loss: 2.598)    \n",
       "27              当前级别 (MMD: ['3buy'] Loss: 2.697)    \n",
       "28             当前级别 (MMD: ['l3buy'] Loss: 2.575)    \n",
       "29             当前级别 (MMD: ['3sell'] Loss: 2.696)    \n",
       "30              当前级别 (MMD: ['1buy'] Loss: 2.499)    \n",
       "31              当前级别 (MMD: ['2buy'] Loss: 2.533)    \n",
       "32            当前级别 (MMD: ['l3sell'] Loss: 2.555)    \n",
       "33              当前级别 (MMD: ['3buy'] Loss: 2.568)    \n",
       "34             当前级别 (MMD: ['3sell'] Loss: 2.567)    \n",
       "35             当前级别 (MMD: ['3sell'] Loss: 2.567)    \n",
       "36              当前级别 (MMD: ['3buy'] Loss: 2.402)    \n",
       "37             当前级别 (MMD: ['3sell'] Loss: 2.398)    \n",
       "38             当前级别 (MMD: ['3sell'] Loss: 2.391)    \n",
       "39              当前级别 (MMD: ['3buy'] Loss: 2.377)    \n",
       "40              当前级别 (MMD: ['1buy'] Loss: 2.346)    \n",
       "41             当前级别 (MMD: ['3sell'] Loss: 2.358)    \n",
       "42              当前级别 (MMD: ['3buy'] Loss: 2.366)    \n",
       "43              当前级别 (MMD: ['3buy'] Loss: 2.455)    \n",
       "44              当前级别 (MMD: ['3buy'] Loss: 2.455)    \n",
       "45             当前级别 (MMD: ['2sell'] Loss: 2.473)    \n",
       "46             当前级别 (MMD: ['1sell'] Loss: 2.496)    \n",
       "47             当前级别 (MMD: ['1sell'] Loss: 2.508)    \n",
       "48             当前级别 (MMD: ['1sell'] Loss: 2.537)    \n",
       "49              当前级别 (MMD: ['3buy'] Loss: 2.483)    \n",
       "50              当前级别 (MMD: ['3buy'] Loss: 2.516)    \n",
       "51             当前级别 (MMD: ['3sell'] Loss: 2.526)    \n",
       "52             当前级别 (MMD: ['3sell'] Loss: 2.538)    \n",
       "53              当前级别 (MMD: ['3buy'] Loss: 2.347)    \n",
       "54             当前级别 (MMD: ['l3sell'] Loss: 2.31)    \n",
       "55            当前级别 (MMD: ['l3sell'] Loss: 2.304)    \n",
       "56            当前级别 (MMD: ['l3sell'] Loss: 2.315)    \n",
       "57             当前级别 (MMD: ['l3sell'] Loss: 2.32)    \n",
       "58              当前级别 (MMD: ['3buy'] Loss: 2.108)    \n",
       "59             当前级别 (MMD: ['2sell'] Loss: 2.134)    \n",
       "60             当前级别 (MMD: ['2sell'] Loss: 2.157)    \n",
       "61             当前级别 (MMD: ['2sell'] Loss: 2.157)    \n",
       "62              当前级别 (MMD: ['3buy'] Loss: 2.135)    \n",
       "63             当前级别 (MMD: ['2sell'] Loss: 2.157)    \n",
       "64              当前级别 (MMD: ['3buy'] Loss: 2.134)    \n",
       "65              当前级别 (MMD: ['3buy'] Loss: 2.134)    \n",
       "66              当前级别 (MMD: ['3buy'] Loss: 2.191)    \n",
       "67             当前级别 (MMD: ['1sell'] Loss: 2.229)    \n",
       "68               当前级别 (MMD: ['1buy'] Loss: 2.08)    \n",
       "69             当前级别 (MMD: ['3sell'] Loss: 2.096)    \n",
       "70               当前级别 (MMD: ['1buy'] Loss: 2.08)    \n",
       "71             当前级别 (MMD: ['3sell'] Loss: 2.122)    \n",
       "72              当前级别 (MMD: ['3sell'] Loss: 2.18)    \n",
       "73             当前级别 (MMD: ['3sell'] Loss: 2.181)    \n",
       "74              当前级别 (MMD: ['3buy'] Loss: 2.132)    \n",
       "75             当前级别 (MMD: ['3sell'] Loss: 2.116)    \n",
       "76            当前级别 (MMD: ['l3sell'] Loss: 2.105)    \n",
       "77              当前级别 (MMD: ['3buy'] Loss: 2.098)    \n",
       "78               当前级别 (MMD: ['3buy'] Loss: 2.15)    \n",
       "79             当前级别 (MMD: ['3sell'] Loss: 2.154)    \n",
       "80            当前级别 (MMD: ['l3sell'] Loss: 2.152)    \n",
       "81             当前级别 (MMD: ['3sell'] Loss: 2.102)    \n",
       "82             当前级别 (MMD: ['3sell'] Loss: 2.078)    \n",
       "83              当前级别 (MMD: ['3buy'] Loss: 2.033)    \n",
       "84             当前级别 (MMD: ['3sell'] Loss: 1.999)    \n",
       "85             当前级别 (MMD: ['3sell'] Loss: 1.964)    \n",
       "86            当前级别 (MMD: ['l3sell'] Loss: 1.918)    \n",
       "87             当前级别 (MMD: ['3sell'] Loss: 1.925)    \n",
       "88              当前级别 (MMD: ['1sell'] Loss: 1.97)    \n",
       "89             当前级别 (MMD: ['1sell'] Loss: 1.976)    \n",
       "90              当前级别 (MMD: ['3buy'] Loss: 1.992)    \n",
       "91             当前级别 (MMD: ['l3buy'] Loss: 1.984)    \n",
       "92              当前级别 (MMD: ['3buy'] Loss: 1.983)    \n",
       "93              当前级别 (MMD: ['3buy'] Loss: 2.009)    \n",
       "94             当前级别 (MMD: ['l3buy'] Loss: 2.013)    \n",
       "95              当前级别 (MMD: ['3buy'] Loss: 2.057)    \n",
       "96              当前级别 (MMD: ['3buy'] Loss: 2.079)    \n",
       "97              当前级别 (MMD: ['3buy'] Loss: 2.135)    \n",
       "98              当前级别 (MMD: ['3buy'] Loss: 2.135)    \n",
       "99             当前级别 (MMD: ['1sell'] Loss: 2.172)    \n",
       "100   当前级别 (MMD: ['2sell', '1sell'] Loss: 2.188)    \n",
       "101   当前级别 (MMD: ['2sell', '1sell'] Loss: 2.188)    \n",
       "102             当前级别 (MMD: ['3buy'] Loss: 2.168)    \n",
       "103            当前级别 (MMD: ['1sell'] Loss: 2.228)    \n",
       "104            当前级别 (MMD: ['2sell'] Loss: 2.219)    \n",
       "105             当前级别 (MMD: ['1sell'] Loss: 2.25)    \n",
       "106             当前级别 (MMD: ['3buy'] Loss: 2.221)    \n",
       "107            当前级别 (MMD: ['1sell'] Loss: 2.277)    \n",
       "108            当前级别 (MMD: ['3sell'] Loss: 2.205)    \n",
       "109             当前级别 (MMD: ['3buy'] Loss: 2.358)    \n",
       "110             当前级别 (MMD: ['3buy'] Loss: 2.339)    \n",
       "111            当前级别 (MMD: ['l3buy'] Loss: 2.358)    \n",
       "112             当前级别 (MMD: ['l3buy'] Loss: 2.39)    \n",
       "113            当前级别 (MMD: ['l3buy'] Loss: 2.357)    \n",
       "114            当前级别 (MMD: ['1sell'] Loss: 2.468)    \n",
       "115            当前级别 (MMD: ['l3buy'] Loss: 2.405)    \n",
       "116             当前级别 (MMD: ['1sell'] Loss: 2.55)    \n",
       "117            当前级别 (MMD: ['1sell'] Loss: 2.565)    \n",
       "118             当前级别 (MMD: ['3buy'] Loss: 2.474)    \n",
       "119             当前级别 (MMD: ['3buy'] Loss: 2.505)    \n",
       "120            当前级别 (MMD: ['3sell'] Loss: 2.524)    \n",
       "121            当前级别 (MMD: ['3sell'] Loss: 2.524)    \n",
       "122           当前级别 (MMD: ['l3sell'] Loss: 2.486)    \n",
       "123             当前级别 (MMD: ['3buy'] Loss: 2.515)    \n",
       "124             当前级别 (MMD: ['3buy'] Loss: 2.545)    \n",
       "125             当前级别 (MMD: ['3buy'] Loss: 2.645)    \n",
       "126            当前级别 (MMD: ['3sell'] Loss: 2.911)    \n",
       "127            当前级别 (MMD: ['3buy'] Loss: 283.22)    \n",
       "128            当前级别 (MMD: ['3buy'] Loss: 287.93)    \n",
       "129           当前级别 (MMD: ['3sell'] Loss: 277.31)    \n",
       "130           当前级别 (MMD: ['3sell'] Loss: 280.02)    \n",
       "131            当前级别 (MMD: ['3buy'] Loss: 278.11)    \n",
       "132            当前级别 (MMD: ['3buy'] Loss: 277.15)    \n",
       "133            当前级别 (MMD: ['3buy'] Loss: 280.26)    \n",
       "134           当前级别 (MMD: ['1sell'] Loss: 306.91)    \n",
       "135             当前级别 (MMD: ['3buy'] Loss: 302.5)    \n",
       "136           当前级别 (MMD: ['1sell'] Loss: 309.19)    \n",
       "137  当前级别 (MMD: ['2sell', '1sell'] Loss: 313.95)    \n",
       "138  当前级别 (MMD: ['2sell', '1sell'] Loss: 313.95)    \n",
       "139            当前级别 (MMD: ['3buy'] Loss: 308.52)    \n",
       "140            当前级别 (MMD: ['3buy'] Loss: 314.28)    \n",
       "141           当前级别 (MMD: ['1sell'] Loss: 328.91)    \n",
       "142            当前级别 (MMD: ['3buy'] Loss: 325.22)    \n",
       "143           当前级别 (MMD: ['3sell'] Loss: 321.65)    \n",
       "144            当前级别 (MMD: ['3buy'] Loss: 328.07)    \n",
       "145            当前级别 (MMD: ['3buy'] Loss: 332.42)    \n",
       "146           当前级别 (MMD: ['l3buy'] Loss: 333.74)    \n",
       "147           当前级别 (MMD: ['2sell'] Loss: 339.57)    \n",
       "148           当前级别 (MMD: ['1sell'] Loss: 341.79)    \n",
       "149           当前级别 (MMD: ['l3buy'] Loss: 333.16)    \n",
       "150            当前级别 (MMD: ['l3buy'] Loss: 346.8)    \n",
       "151           当前级别 (MMD: ['l3buy'] Loss: 330.78)    \n",
       "152           当前级别 (MMD: ['3sell'] Loss: 336.55)    \n",
       "153            当前级别 (MMD: ['3buy'] Loss: 332.44)    \n",
       "154             当前级别 (MMD: ['3buy'] Loss: 341.2)    \n",
       "155           当前级别 (MMD: ['l3buy'] Loss: 336.69)    \n",
       "156           当前级别 (MMD: ['1sell'] Loss: 347.05)    \n",
       "157           当前级别 (MMD: ['l3buy'] Loss: 341.45)    \n",
       "158           当前级别 (MMD: ['2sell'] Loss: 345.57)    \n",
       "159           当前级别 (MMD: ['l3buy'] Loss: 343.47)    \n",
       "160           当前级别 (MMD: ['1sell'] Loss: 347.57)    \n",
       "161            当前级别 (MMD: ['3buy'] Loss: 356.61)    \n",
       "162            当前级别 (MMD: ['3sell'] Loss: 348.0)    \n",
       "163            当前级别 (MMD: ['3buy'] Loss: 338.81)    \n",
       "164           当前级别 (MMD: ['3sell'] Loss: 336.96)    \n",
       "165           当前级别 (MMD: ['3sell'] Loss: 337.36)    \n",
       "166           当前级别 (MMD: ['3sell'] Loss: 329.85)    \n",
       "167           当前级别 (MMD: ['3sell'] Loss: 329.85)    \n",
       "168           当前级别 (MMD: ['3sell'] Loss: 318.53)    \n",
       "169            当前级别 (MMD: ['3buy'] Loss: 323.93)    \n",
       "170            当前级别 (MMD: ['3buy'] Loss: 327.16)    \n",
       "171            当前级别 (MMD: ['3buy'] Loss: 329.89)    \n",
       "172           当前级别 (MMD: ['3sell'] Loss: 324.84)    \n",
       "173            当前级别 (MMD: ['3buy'] Loss: 325.87)    \n",
       "174             当前级别 (MMD: ['3buy'] Loss: 328.7)    \n",
       "175            当前级别 (MMD: ['3buy'] Loss: 338.14)    \n",
       "176            当前级别 (MMD: ['3buy'] Loss: 336.14)    \n",
       "177           当前级别 (MMD: ['3sell'] Loss: 334.24)    \n",
       "178             当前级别 (MMD: ['3buy'] Loss: 330.0)    \n",
       "179           当前级别 (MMD: ['3sell'] Loss: 328.14)    \n",
       "180           当前级别 (MMD: ['3sell'] Loss: 324.65)    \n",
       "181          当前级别 (MMD: ['l3sell'] Loss: 316.69)    \n",
       "182           当前级别 (MMD: ['l3sell'] Loss: 316.7)    \n",
       "183            当前级别 (MMD: ['2buy'] Loss: 309.67)    \n",
       "184          当前级别 (MMD: ['l3sell'] Loss: 315.99)    \n",
       "185           当前级别 (MMD: ['3sell'] Loss: 312.06)    \n",
       "186           当前级别 (MMD: ['3sell'] Loss: 312.89)    \n",
       "187           当前级别 (MMD: ['3sell'] Loss: 302.14)    \n",
       "188           当前级别 (MMD: ['3sell'] Loss: 281.79)    \n",
       "189            当前级别 (MMD: ['3buy'] Loss: 290.31)    \n",
       "190            当前级别 (MMD: ['3buy'] Loss: 294.36)    \n",
       "191           当前级别 (MMD: ['1sell'] Loss: 302.89)    \n",
       "192  当前级别 (MMD: ['2sell', '1sell'] Loss: 304.83)    \n",
       "193  当前级别 (MMD: ['2sell', '1sell'] Loss: 304.83)    \n",
       "194            当前级别 (MMD: ['1buy'] Loss: 286.58)    \n",
       "195            当前级别 (MMD: ['1buy'] Loss: 284.49)    \n",
       "196           当前级别 (MMD: ['3sell'] Loss: 288.16)    \n",
       "197          当前级别 (MMD: ['l3sell'] Loss: 270.29)    \n",
       "198            当前级别 (MMD: ['3buy'] Loss: 271.28)    \n",
       "199           当前级别 (MMD: ['3sell'] Loss: 295.25)    \n",
       "200             当前级别 (MMD: ['3buy'] Loss: 299.0)    \n",
       "201             当前级别 (MMD: ['3buy'] Loss: 303.4)    \n",
       "202             当前级别 (MMD: ['3buy'] Loss: 303.4)    \n",
       "203           当前级别 (MMD: ['3sell'] Loss: 310.91)    \n",
       "204            当前级别 (MMD: ['3buy'] Loss: 313.38)    \n",
       "205            当前级别 (MMD: ['3buy'] Loss: 313.38)    \n",
       "206            当前级别 (MMD: ['3buy'] Loss: 313.82)    \n",
       "207           当前级别 (MMD: ['1sell'] Loss: 321.29)    \n",
       "208           当前级别 (MMD: ['2sell'] Loss: 318.19)    \n",
       "209           当前级别 (MMD: ['3sell'] Loss: 316.85)    \n",
       "210          当前级别 (MMD: ['l3sell'] Loss: 305.72)    \n",
       "211            当前级别 (MMD: ['3buy'] Loss: 308.42)    \n",
       "212             当前级别 (MMD: ['3buy'] Loss: 323.5)    \n",
       "213            当前级别 (MMD: ['3buy'] Loss: 330.45)    \n",
       "214           当前级别 (MMD: ['3sell'] Loss: 329.47)    \n",
       "215            当前级别 (MMD: ['1buy'] Loss: 315.49)    \n",
       "216            当前级别 (MMD: ['1buy'] Loss: 314.05)    \n",
       "217            当前级别 (MMD: ['2buy'] Loss: 315.05)    \n",
       "218            当前级别 (MMD: ['1buy'] Loss: 311.61)    \n",
       "219           当前级别 (MMD: ['3sell'] Loss: 317.54)    \n",
       "220           当前级别 (MMD: ['3sell'] Loss: 310.12)    \n",
       "221            当前级别 (MMD: ['3buy'] Loss: 314.27)    \n",
       "222           当前级别 (MMD: ['3sell'] Loss: 302.07)    \n",
       "223            当前级别 (MMD: ['3buy'] Loss: 288.38)    \n",
       "224           当前级别 (MMD: ['2sell'] Loss: 291.52)    \n",
       "225  当前级别 (MMD: ['2sell', '1sell'] Loss: 292.26)    \n",
       "226  当前级别 (MMD: ['2sell', '1sell'] Loss: 292.26)    \n",
       "227            当前级别 (MMD: ['3buy'] Loss: 289.95)    \n",
       "228           当前级别 (MMD: ['3sell'] Loss: 290.65)    \n",
       "229           当前级别 (MMD: ['3sell'] Loss: 282.27)    \n",
       "230            当前级别 (MMD: ['3buy'] Loss: 285.85)    \n",
       "231           当前级别 (MMD: ['3sell'] Loss: 274.66)    \n",
       "232            当前级别 (MMD: ['3buy'] Loss: 276.58)    \n",
       "233            当前级别 (MMD: ['3buy'] Loss: 283.68)    \n",
       "234            当前级别 (MMD: ['3buy'] Loss: 289.11)    \n",
       "235           当前级别 (MMD: ['l3buy'] Loss: 299.61)    \n",
       "236            当前级别 (MMD: ['3buy'] Loss: 307.64)    \n",
       "237           当前级别 (MMD: ['l3buy'] Loss: 299.61)    \n",
       "238            当前级别 (MMD: ['l3buy'] Loss: 310.5)    \n",
       "239            当前级别 (MMD: ['l3buy'] Loss: 310.0)    \n",
       "240           当前级别 (MMD: ['3sell'] Loss: 309.96)    \n",
       "241           当前级别 (MMD: ['3sell'] Loss: 302.12)    \n",
       "242            当前级别 (MMD: ['3buy'] Loss: 289.81)    \n",
       "243             当前级别 (MMD: ['3buy'] Loss: 289.6)    \n",
       "244           当前级别 (MMD: ['3sell'] Loss: 292.62)    \n",
       "245            当前级别 (MMD: ['3buy'] Loss: 292.37)    \n",
       "246           当前级别 (MMD: ['3sell'] Loss: 282.25)    \n",
       "247            当前级别 (MMD: ['3buy'] Loss: 283.93)    \n",
       "248           当前级别 (MMD: ['2sell'] Loss: 287.29)    \n",
       "249           当前级别 (MMD: ['1sell'] Loss: 288.16)    \n",
       "250           当前级别 (MMD: ['2sell'] Loss: 288.07)    \n",
       "251            当前级别 (MMD: ['3buy'] Loss: 291.16)    \n",
       "252           当前级别 (MMD: ['3sell'] Loss: 290.61)    \n",
       "253           当前级别 (MMD: ['l3buy'] Loss: 290.53)    \n",
       "254           当前级别 (MMD: ['l3buy'] Loss: 289.47)    \n",
       "255           当前级别 (MMD: ['l3buy'] Loss: 298.59)    \n",
       "256           当前级别 (MMD: ['l3buy'] Loss: 297.28)    \n",
       "257           当前级别 (MMD: ['3sell'] Loss: 296.39)    \n",
       "258           当前级别 (MMD: ['3sell'] Loss: 296.71)    \n",
       "259            当前级别 (MMD: ['3buy'] Loss: 301.61)    \n",
       "260            当前级别 (MMD: ['3buy'] Loss: 324.05)    \n",
       "261            当前级别 (MMD: ['3buy'] Loss: 335.89)    \n",
       "262            当前级别 (MMD: ['3buy'] Loss: 335.09)    \n",
       "263            当前级别 (MMD: ['3buy'] Loss: 346.81)    \n",
       "264            当前级别 (MMD: ['3buy'] Loss: 354.64)    \n",
       "265           当前级别 (MMD: ['l3buy'] Loss: 370.06)    \n",
       "266           当前级别 (MMD: ['1sell'] Loss: 377.54)    \n",
       "267           当前级别 (MMD: ['l3buy'] Loss: 370.54)    \n",
       "268           当前级别 (MMD: ['2sell'] Loss: 375.11)    \n",
       "269             当前级别 (MMD: ['3buy'] Loss: 377.0)    \n",
       "270           当前级别 (MMD: ['3sell'] Loss: 358.37)    \n",
       "271           当前级别 (MMD: ['3sell'] Loss: 367.72)    \n",
       "272           当前级别 (MMD: ['3sell'] Loss: 369.24)    \n",
       "273            当前级别 (MMD: ['3buy'] Loss: 360.98)    \n",
       "274           当前级别 (MMD: ['3sell'] Loss: 359.15)    \n",
       "275           当前级别 (MMD: ['3sell'] Loss: 355.31)    \n",
       "276             当前级别 (MMD: ['3buy'] Loss: 358.0)    \n",
       "277           当前级别 (MMD: ['2sell'] Loss: 368.44)    \n",
       "278            当前级别 (MMD: ['2sell'] Loss: 370.0)    \n",
       "279            当前级别 (MMD: ['3sell'] Loss: 359.7)    \n",
       "280             当前级别 (MMD: ['3buy'] Loss: 362.5)    \n",
       "281             当前级别 (MMD: ['3buy'] Loss: 359.9)    \n",
       "282           当前级别 (MMD: ['3sell'] Loss: 360.02)    \n",
       "283            当前级别 (MMD: ['3buy'] Loss: 360.63)    \n",
       "284            当前级别 (MMD: ['3buy'] Loss: 360.63)    \n",
       "285           当前级别 (MMD: ['3sell'] Loss: 359.45)    \n",
       "286            当前级别 (MMD: ['3buy'] Loss: 374.81)    \n",
       "287            当前级别 (MMD: ['3buy'] Loss: 377.01)    \n",
       "288            当前级别 (MMD: ['l3buy'] Loss: 366.6)    \n",
       "289            当前级别 (MMD: ['3sell'] Loss: 372.2)    \n",
       "290           当前级别 (MMD: ['l3buy'] Loss: 374.52)    \n",
       "291            当前级别 (MMD: ['3buy'] Loss: 380.34)    \n",
       "292           当前级别 (MMD: ['3sell'] Loss: 380.39)    \n",
       "\n",
       "                                             close_msg  \n",
       "0    1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "1    3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ...  \n",
       "2                                             1sell 止损  \n",
       "3                                             1sell 止损  \n",
       "4                                             1sell 止损  \n",
       "5                                             2sell 止损  \n",
       "6                                              3buy 止损  \n",
       "7                                              3buy 止损  \n",
       "8    3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "9    3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "10   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "11                                             3buy 止损  \n",
       "12   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True,...  \n",
       "13   2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "14   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True,...  \n",
       "15                                            3sell 止损  \n",
       "16   2sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "17   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "18   l3buy 当前级别出现卖点（MMDS: []，BC：（BI: False, PZ: Tru...  \n",
       "19   l3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, ...  \n",
       "20   2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "21                                             3buy 止损  \n",
       "22   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "23                                            l3buy 止损  \n",
       "24   3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "25                                            3sell 止损  \n",
       "26   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "27                                             3buy 止损  \n",
       "28   l3buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, ...  \n",
       "29   3sell 当前级别出现买点（MMDS: ['1buy']，BC：（BI: False, P...  \n",
       "30   1buy 当前级别出现卖点（MMDS: ['l3sell']，BC：（BI: False, ...  \n",
       "31   2buy 当前级别出现卖点（MMDS: ['l3sell']，BC：（BI: False, ...  \n",
       "32                                           l3sell 止损  \n",
       "33                                             3buy 止损  \n",
       "34   3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "35   3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "36   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "37                                            3sell 止损  \n",
       "38   3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "39   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "40   1buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "41                                            3sell 止损  \n",
       "42                                             3buy 止损  \n",
       "43                                             3buy 止损  \n",
       "44                                             3buy 止损  \n",
       "45                                            2sell 止损  \n",
       "46                                            1sell 止损  \n",
       "47                                            1sell 止损  \n",
       "48   1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "49                                             3buy 止损  \n",
       "50   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "51                                            3sell 止损  \n",
       "52   3sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "53                                             3buy 止损  \n",
       "54   l3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fal...  \n",
       "55                                           l3sell 止损  \n",
       "56                                           l3sell 止损  \n",
       "57                                           l3sell 止损  \n",
       "58   3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, P...  \n",
       "59                                            2sell 止损  \n",
       "60   2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "61   2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "62                                             3buy 止损  \n",
       "63   2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "64   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "65   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "66   3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ...  \n",
       "67   1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "68   1buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, P...  \n",
       "69                                            3sell 止损  \n",
       "70                                             1buy 止损  \n",
       "71   3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "72                                            3sell 止损  \n",
       "73                                            3sell 止损  \n",
       "74                                             3buy 止损  \n",
       "75   3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "76                                           l3sell 止损  \n",
       "77   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "78   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "79   3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "80   l3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fal...  \n",
       "81                                            3sell 止损  \n",
       "82   3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "83   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "84   3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: True...  \n",
       "85                                            3sell 止损  \n",
       "86                                           l3sell 止损  \n",
       "87                                            3sell 止损  \n",
       "88                                            1sell 止损  \n",
       "89   1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "90                                             3buy 止损  \n",
       "91                                            l3buy 止损  \n",
       "92                                             3buy 止损  \n",
       "93   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "94                                            l3buy 止损  \n",
       "95   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "96                                             3buy 止损  \n",
       "97   3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "98                                             3buy 止损  \n",
       "99                                            1sell 止损  \n",
       "100  1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "101  2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "102  3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: False, P...  \n",
       "103                                           1sell 止损  \n",
       "104                                           2sell 止损  \n",
       "105  1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "106  3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ...  \n",
       "107  1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "108                                           3sell 止损  \n",
       "109                                            3buy 止损  \n",
       "110  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "111  l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "112  l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "113  l3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: False, ...  \n",
       "114  1sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, ...  \n",
       "115                                           l3buy 止损  \n",
       "116  1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "117  1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "118                                            3buy 止损  \n",
       "119  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "120                                           3sell 止损  \n",
       "121  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "122                                          l3sell 止损  \n",
       "123                                            3buy 止损  \n",
       "124                                            3buy 止损  \n",
       "125  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "126                                           3sell 止损  \n",
       "127                                            3buy 止损  \n",
       "128                                            3buy 止损  \n",
       "129                                           3sell 止损  \n",
       "130  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "131                                            3buy 止损  \n",
       "132                                            3buy 止损  \n",
       "133  3buy 当前级别出现卖点（MMDS: ['3buy']，BC：（BI: True, PZ:...  \n",
       "134  1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "135  3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ...  \n",
       "136                                           1sell 止损  \n",
       "137  1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "138  2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "139  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True,...  \n",
       "140  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "141  1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "142  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "143                                           3sell 止损  \n",
       "144  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "145  3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, P...  \n",
       "146  l3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, ...  \n",
       "147                                           2sell 止损  \n",
       "148  1sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, ...  \n",
       "149  l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "150  l3buy 当前级别出现卖点（MMDS: []，BC：（BI: False, PZ: Tru...  \n",
       "151  l3buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, ...  \n",
       "152  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "153                                            3buy 止损  \n",
       "154  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "155  l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "156  1sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, ...  \n",
       "157  l3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, ...  \n",
       "158  2sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, ...  \n",
       "159  l3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, P...  \n",
       "160  1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "161                                            3buy 止损  \n",
       "162  3sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "163                                            3buy 止损  \n",
       "164                                           3sell 止损  \n",
       "165                                           3sell 止损  \n",
       "166  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "167  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "168                                           3sell 止损  \n",
       "169                                            3buy 止损  \n",
       "170  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "171                                            3buy 止损  \n",
       "172  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "173  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "174  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "175                                            3buy 止损  \n",
       "176                                            3buy 止损  \n",
       "177  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "178  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True,...  \n",
       "179                                           3sell 止损  \n",
       "180  3sell 当前级别出现买点（MMDS: []，BC：（BI: False, PZ: Tru...  \n",
       "181  l3sell 当前级别出现买点（MMDS: []，BC：（BI: False, PZ: Tr...  \n",
       "182  l3sell 当前级别出现买点（MMDS: ['2buy']，BC：（BI: False, ...  \n",
       "183  2buy 当前级别出现卖点（MMDS: ['l3sell']，BC：（BI: False, ...  \n",
       "184  l3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fal...  \n",
       "185                                           3sell 止损  \n",
       "186                                           3sell 止损  \n",
       "187                                           3sell 止损  \n",
       "188                                           3sell 止损  \n",
       "189                                            3buy 止损  \n",
       "190  3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: True, PZ...  \n",
       "191                                           1sell 止损  \n",
       "192  1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "193  2sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "194                                            1buy 止损  \n",
       "195                                            1buy 止损  \n",
       "196  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "197                                          l3sell 止损  \n",
       "198  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "199                                           3sell 止损  \n",
       "200                                            3buy 止损  \n",
       "201  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "202  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "203  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "204                                            3buy 止损  \n",
       "205                                            3buy 止损  \n",
       "206  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "207  1sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "208  2sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "209  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "210  l3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fal...  \n",
       "211  3buy 当前级别出现卖点（MMDS: []，BC：（BI: False, PZ: True...  \n",
       "212  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "213                                            3buy 止损  \n",
       "214                                           3sell 止损  \n",
       "215                                            1buy 止损  \n",
       "216                                            1buy 止损  \n",
       "217                                            2buy 止损  \n",
       "218  1buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, P...  \n",
       "219                                           3sell 止损  \n",
       "220                                           3sell 止损  \n",
       "221                                            3buy 止损  \n",
       "222  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "223  3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, P...  \n",
       "224                                           2sell 止损  \n",
       "225  1sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "226  2sell 当前级别出现买点（MMDS: ['3buy']，BC：（BI: False, P...  \n",
       "227                                            3buy 止损  \n",
       "228                                           3sell 止损  \n",
       "229  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "230  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "231                                           3sell 止损  \n",
       "232  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "233  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "234  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True,...  \n",
       "235  l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True...  \n",
       "236  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "237  l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "238                                           l3buy 止损  \n",
       "239                                           l3buy 止损  \n",
       "240  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "241  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "242                                            3buy 止损  \n",
       "243                                            3buy 止损  \n",
       "244  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "245                                            3buy 止损  \n",
       "246                                           3sell 止损  \n",
       "247                                            3buy 止损  \n",
       "248                                           2sell 止损  \n",
       "249                                           1sell 止损  \n",
       "250                                           2sell 止损  \n",
       "251                                            3buy 止损  \n",
       "252                                           3sell 止损  \n",
       "253                                           l3buy 止损  \n",
       "254  l3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "255                                           l3buy 止损  \n",
       "256                                           l3buy 止损  \n",
       "257                                           3sell 止损  \n",
       "258                                           3sell 止损  \n",
       "259  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "260                                            3buy 止损  \n",
       "261                                            3buy 止损  \n",
       "262                                            3buy 止损  \n",
       "263  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "264  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "265  l3buy 当前级别出现卖点（MMDS: ['1sell']，BC：（BI: False, ...  \n",
       "266  1sell 当前级别出现买点（MMDS: ['l3buy']，BC：（BI: False, ...  \n",
       "267  l3buy 当前级别出现卖点（MMDS: ['2sell']，BC：（BI: False, ...  \n",
       "268                                           2sell 止损  \n",
       "269                                            3buy 止损  \n",
       "270                                           3sell 止损  \n",
       "271                                           3sell 止损  \n",
       "272  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "273                                            3buy 止损  \n",
       "274  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "275                                           3sell 止损  \n",
       "276  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: True,...  \n",
       "277                                           2sell 止损  \n",
       "278  2sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "279  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "280                                            3buy 止损  \n",
       "281                                            3buy 止损  \n",
       "282                                           3sell 止损  \n",
       "283  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "284  3buy 当前级别出现卖点（MMDS: []，BC：（BI: True, PZ: False...  \n",
       "285  3sell 当前级别出现买点（MMDS: []，BC：（BI: True, PZ: Fals...  \n",
       "286                                            3buy 止损  \n",
       "287                                            3buy 止损  \n",
       "288  l3buy 当前级别出现卖点（MMDS: ['3sell']，BC：（BI: False, ...  \n",
       "289                                           3sell 止损  \n",
       "290  l3buy 当前级别出现卖点（MMDS: []，BC：（BI: False, PZ: Tru...  \n",
       "291                                            3buy 止损  \n",
       "292                                           3sell 止损  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 显示历史持仓\n",
    "#设置显示全部行，不省略\n",
    "pd.set_option('display.max_rows',None)\n",
    "#设置显示全部列，不省略\n",
    "pd.set_option('display.max_columns',None)\n",
    "\n",
    "# 显示历史持仓\n",
    "pos_pd = BT.positions()\n",
    "pos_pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# 展示图表\n",
    "BT.show_charts(BT.codes[0], BT.frequencys[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": []
  }
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